How to add new bundles into pyAFQ (Acoustic Radiations Example)#

pyAFQ is designed to be customizable and extensible. This example shows how you can customize it to define a new bundle based on a definition of waypoint and endpoint ROIs of your design. In this case, we add the acoustic radiations.

We start by importing some of the components that we need for this example and fixing the random seed for reproducibility

import os.path as op
import plotly
import numpy as np

from AFQ.api.group import GroupAFQ
import AFQ.api.bundle_dict as abd
import AFQ.data.fetch as afd
from AFQ.definitions.image import ImageFile, RoiImage
np.random.seed(1234)

Get dMRI data#

We will analyze one subject from the Healthy Brain Network Processed Open Diffusion Derivatives dataset (HBN-POD2) 1, 2. We’ll use a fetcher to get preprocessed dMRI data for one of the >2,000 subjects in that study. The data gets organized into a BIDS-compatible format in the ~/AFQ_data/HBN folder:

study_dir = afd.fetch_hbn_preproc(["NDARAA948VFH"])[1]
  0%|          | 0/36 [00:00<?, ?it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-brain_mask.nii.gz:   0%|          | 0/36 [00:00<?, ?it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-brain_mask.nii.gz:   3%|▎         | 1/36 [00:00<00:11,  3.14it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-preproc_T1w.nii.gz:   3%|▎         | 1/36 [00:00<00:11,  3.14it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_desc-preproc_T1w.nii.gz:   6%|▌         | 2/36 [00:01<00:26,  1.30it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_dseg.nii.gz:   6%|▌         | 2/36 [00:01<00:26,  1.30it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_dseg.nii.gz:   8%|▊         | 3/36 [00:01<00:16,  2.03it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-MNI152NLin2009cAsym_to-T1w_mode-image_xfm.h5:   8%|▊         | 3/36 [00:01<00:16,  2.03it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-MNI152NLin2009cAsym_to-T1w_mode-image_xfm.h5:  11%|█         | 4/36 [00:02<00:24,  1.32it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-T1w_to-MNI152NLin2009cAsym_mode-image_xfm.h5:  11%|█         | 4/36 [00:02<00:24,  1.32it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_from-T1w_to-MNI152NLin2009cAsym_mode-image_xfm.h5:  14%|█▍        | 5/36 [00:03<00:21,  1.44it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-CSF_probseg.nii.gz:  14%|█▍        | 5/36 [00:03<00:21,  1.44it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-CSF_probseg.nii.gz:  17%|█▋        | 6/36 [00:03<00:16,  1.86it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-GM_probseg.nii.gz:  17%|█▋        | 6/36 [00:03<00:16,  1.86it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-GM_probseg.nii.gz:  19%|█▉        | 7/36 [00:03<00:12,  2.28it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-WM_probseg.nii.gz:  19%|█▉        | 7/36 [00:03<00:12,  2.28it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_label-WM_probseg.nii.gz:  22%|██▏       | 8/36 [00:04<00:10,  2.68it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-brain_mask.nii.gz:  22%|██▏       | 8/36 [00:04<00:10,  2.68it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-brain_mask.nii.gz:  25%|██▌       | 9/36 [00:04<00:08,  3.23it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-preproc_T1w.nii.gz:  25%|██▌       | 9/36 [00:04<00:08,  3.23it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_desc-preproc_T1w.nii.gz:  28%|██▊       | 10/36 [00:04<00:08,  3.25it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_dseg.nii.gz:  28%|██▊       | 10/36 [00:04<00:08,  3.25it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_dseg.nii.gz:  31%|███       | 11/36 [00:04<00:06,  3.80it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-CSF_probseg.nii.gz:  31%|███       | 11/36 [00:04<00:06,  3.80it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-CSF_probseg.nii.gz:  33%|███▎      | 12/36 [00:04<00:06,  3.46it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz:  33%|███▎      | 12/36 [00:05<00:06,  3.46it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-GM_probseg.nii.gz:  36%|███▌      | 13/36 [00:05<00:06,  3.36it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-WM_probseg.nii.gz:  36%|███▌      | 13/36 [00:05<00:06,  3.36it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/anat/sub-NDARAA948VFH_space-MNI152NLin2009cAsym_label-WM_probseg.nii.gz:  39%|███▉      | 14/36 [00:05<00:06,  3.36it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_seg_brainmask.svg:  39%|███▉      | 14/36 [00:05<00:06,  3.36it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_seg_brainmask.svg:  42%|████▏     | 15/36 [00:05<00:06,  3.29it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_carpetplot.svg:  42%|████▏     | 15/36 [00:05<00:06,  3.29it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_carpetplot.svg:  44%|████▍     | 16/36 [00:06<00:05,  3.85it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_coreg.svg:  44%|████▍     | 16/36 [00:06<00:05,  3.85it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_coreg.svg:  47%|████▋     | 17/36 [00:06<00:04,  4.31it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-resampled_b0ref.svg:  47%|████▋     | 17/36 [00:06<00:04,  4.31it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-resampled_b0ref.svg:  50%|█████     | 18/36 [00:06<00:03,  4.70it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-sdc_b0.svg:  50%|█████     | 18/36 [00:06<00:03,  4.70it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-sdc_b0.svg:  53%|█████▎    | 19/36 [00:06<00:03,  4.98it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_biascorr.svg:  53%|█████▎    | 19/36 [00:06<00:03,  4.98it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_biascorr.svg:  56%|█████▌    | 20/36 [00:06<00:03,  4.44it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_denoising.svg:  56%|█████▌    | 20/36 [00:06<00:03,  4.44it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_denoising.svg:  58%|█████▊    | 21/36 [00:07<00:03,  4.03it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_unringing.svg:  58%|█████▊    | 21/36 [00:07<00:03,  4.03it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwi_denoise_ses_HBNsiteRU_acq_64dir_dwi_wf_unringing.svg:  61%|██████    | 22/36 [00:07<00:03,  4.41it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_sampling_scheme.gif:  61%|██████    | 22/36 [00:07<00:03,  4.41it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_sampling_scheme.gif:  64%|██████▍   | 23/36 [00:07<00:02,  4.71it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_t1_2_mni.svg:  64%|██████▍   | 23/36 [00:07<00:02,  4.71it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/figures/sub-NDARAA948VFH_t1_2_mni.svg:  67%|██████▋   | 24/36 [00:07<00:02,  5.02it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/anat/sub-NDARAA948VFH_ses-HBNsiteRU_acq-HCP_from-orig_to-T1w_mode-image_xfm.txt:  67%|██████▋   | 24/36 [00:07<00:02,  5.02it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/anat/sub-NDARAA948VFH_ses-HBNsiteRU_acq-HCP_from-orig_to-T1w_mode-image_xfm.txt:  69%|██████▉   | 25/36 [00:07<00:02,  5.38it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_confounds.tsv:  69%|██████▉   | 25/36 [00:07<00:02,  5.38it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_confounds.tsv:  72%|███████▏  | 26/36 [00:08<00:01,  5.66it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-ImageQC_dwi.csv:  72%|███████▏  | 26/36 [00:08<00:01,  5.66it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-ImageQC_dwi.csv:  75%|███████▌  | 27/36 [00:08<00:01,  5.82it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-SliceQC_dwi.json:  75%|███████▌  | 27/36 [00:08<00:01,  5.82it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_desc-SliceQC_dwi.json:  78%|███████▊  | 28/36 [00:08<00:01,  5.98it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwiqc.json:  78%|███████▊  | 28/36 [00:08<00:01,  5.98it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_dwiqc.json:  81%|████████  | 29/36 [00:08<00:01,  4.81it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-brain_mask.nii.gz:  81%|████████  | 29/36 [00:08<00:01,  4.81it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-brain_mask.nii.gz:  83%|████████▎ | 30/36 [00:08<00:01,  5.20it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-eddy_cnr.nii.gz:  83%|████████▎ | 30/36 [00:08<00:01,  5.20it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-eddy_cnr.nii.gz:  86%|████████▌ | 31/36 [00:08<00:00,  5.51it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.b:  86%|████████▌ | 31/36 [00:08<00:00,  5.51it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.b:  89%|████████▉ | 32/36 [00:09<00:00,  5.72it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bval:  89%|████████▉ | 32/36 [00:09<00:00,  5.72it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bval:  92%|█████████▏| 33/36 [00:09<00:00,  5.87it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bvec:  92%|█████████▏| 33/36 [00:09<00:00,  5.87it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.bvec:  94%|█████████▍| 34/36 [00:09<00:00,  6.02it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.nii.gz:  94%|█████████▍| 34/36 [00:09<00:00,  6.02it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_desc-preproc_dwi.nii.gz:  97%|█████████▋| 35/36 [00:11<00:00,  1.47it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_dwiref.nii.gz:  97%|█████████▋| 35/36 [00:11<00:00,  1.47it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_dwiref.nii.gz: 100%|██████████| 36/36 [00:11<00:00,  1.89it/s]
Downloading /home/runner/AFQ_data/HBN/derivatives/qsiprep/sub-NDARAA948VFH/ses-HBNsiteRU/dwi/sub-NDARAA948VFH_ses-HBNsiteRU_acq-64dir_space-T1w_dwiref.nii.gz: 100%|██████████| 36/36 [00:11<00:00,  3.14it/s]

Define custom BundleDict object#

The BundleDict object holds information about “include” and “exclude” ROIs, as well as endpoint ROIS, and whether the bundle crosses the midline. In this case, the ROIs are all defined in the MNI template space that is used as the default template space in pyAFQ, but, in principle, other template spaces could be used.

The ROIs for the case can be downloaded using a custom fetcher which saves the ROIs to a folder and creates a dictionary of paths to the ROIs:

ar_rois = afd.read_ar_templates()

bundles = abd.BundleDict({
    "Left Acoustic Radiation": {
        "start": ar_rois["AAL_Thal_L"],
        "end": ar_rois["AAL_TempSup_L"],
        "cross_midline": False,
    },
    "Right Acoustic Radiation": {
        "start": ar_rois["AAL_Thal_R"],
        "end": ar_rois["AAL_TempSup_R"],
        "cross_midline": False
    }
})
  0%|          | 0/16 [00:00<?, ? MB/s]
 12%|█▎        | 2/16 [00:00<00:00, 14.82 MB/s]
 25%|██▌       | 4/16 [00:00<00:00, 14.73 MB/s]
 50%|█████     | 8/16 [00:00<00:00, 21.42 MB/s]
100%|██████████| 16/16 [00:00<00:00, 39.17 MB/s]

  0%|          | 0/16 [00:00<?, ? MB/s]
 12%|█▎        | 2/16 [00:00<00:00, 14.68 MB/s]
 25%|██▌       | 4/16 [00:00<00:00, 14.75 MB/s]
 50%|█████     | 8/16 [00:00<00:00, 21.45 MB/s]
100%|██████████| 16/16 [00:00<00:00, 39.13 MB/s]

  0%|          | 0/16 [00:00<?, ? MB/s]
  6%|▋         | 1/16 [00:00<00:02,  7.38 MB/s]
 25%|██▌       | 4/16 [00:00<00:00, 16.02 MB/s]
 44%|████▍     | 7/16 [00:00<00:00, 18.78 MB/s]
100%|██████████| 16/16 [00:00<00:00, 39.15 MB/s]

  0%|          | 0/16 [00:00<?, ? MB/s]
  6%|▋         | 1/16 [00:00<00:02,  7.37 MB/s]
 25%|██▌       | 4/16 [00:00<00:00, 15.99 MB/s]
 50%|█████     | 8/16 [00:00<00:00, 22.09 MB/s]
100%|██████████| 16/16 [00:00<00:00, 39.07 MB/s]
Downloading https://templateflow.s3.amazonaws.com/tpl-MNI152NLin2009cAsym/tpl-MNI152NLin2009cAsym_res-01_T2w.nii.gz

  0%|          | 0.00/13.3M [00:00<?, ?B/s]
  1%|          | 68.6k/13.3M [00:00<00:27, 485kB/s]
  2%|▏         | 295k/13.3M [00:00<00:11, 1.14MB/s]
  7%|▋         | 869k/13.3M [00:00<00:05, 2.46MB/s]
 27%|██▋       | 3.63M/13.3M [00:00<00:01, 9.15MB/s]
 59%|█████▉    | 7.82M/13.3M [00:00<00:00, 16.5MB/s]
 91%|█████████ | 12.1M/13.3M [00:00<00:00, 21.0MB/s]
100%|██████████| 13.3M/13.3M [00:00<00:00, 15.3MB/s]
Downloading https://templateflow.s3.amazonaws.com/tpl-MNI152NLin2009cAsym/tpl-MNI152NLin2009cAsym_res-01_desc-brain_mask.nii.gz

  0%|          | 0.00/160k [00:00<?, ?B/s]
 44%|████▎     | 69.6k/160k [00:00<00:00, 496kB/s]
100%|██████████| 160k/160k [00:00<00:00, 754kB/s]

Define GroupAFQ object#

HBN POD2 have been processed with qsiprep 3. This means that a brain mask has already been computer for them. As you can see in other examples, these data also have a mapping calculated for them, which can also be incorporated into processing. However, in this case, we will let pyAFQ calculate its own SyN-based mapping so that the combine_bundle method can be used below to create a montage visualization.

For tractography, we use CSD-based probabilistic tractography seeding extensively (n_seeds=4 means 81 seeds per voxel!), but only within the ROIs and not throughout the white matter. This is controlled by passing “seed_mask”: RoiImage() in the tracking_params dict. The custom bundles are passed as bundle_info=bundles. The call to my_afq.export_all() initiates the pipeline.

brain_mask_definition = ImageFile(
    suffix="mask",
    filters={'desc': 'brain',
             'space': 'T1w',
             'scope': 'qsiprep'})

my_afq = GroupAFQ(
    bids_path=study_dir,
    preproc_pipeline="qsiprep",
    participant_labels=["NDARAA948VFH"],
    output_dir=op.join(study_dir, "derivatives", "afq_ar"),
    brain_mask_definition=brain_mask_definition,
    tracking_params={"n_seeds": 4,
                     "directions": "prob",
                     "odf_model": "CSD",
                     "seed_mask": RoiImage(use_endpoints=True)},
    bundle_info=bundles)

my_afq.export_all()
  0%|          | 0/234119.0 [00:00<?, ?it/s]
  0%|          | 181/234119.0 [00:00<02:09, 1807.26it/s]
  0%|          | 639/234119.0 [00:00<01:07, 3436.87it/s]
  0%|          | 1099/234119.0 [00:00<00:58, 3966.18it/s]
  1%|          | 1552/234119.0 [00:00<00:55, 4186.08it/s]
  1%|          | 2007/234119.0 [00:00<00:53, 4315.93it/s]
  1%|          | 2454/234119.0 [00:00<00:53, 4364.62it/s]
  1%|          | 2911/234119.0 [00:00<00:52, 4430.80it/s]
  1%|▏         | 3371/234119.0 [00:00<00:51, 4483.89it/s]
  2%|▏         | 3826/234119.0 [00:00<00:51, 4501.56it/s]
  2%|▏         | 4289/234119.0 [00:01<00:50, 4540.76it/s]
  2%|▏         | 4744/234119.0 [00:01<00:50, 4538.26it/s]
  2%|▏         | 5208/234119.0 [00:01<00:50, 4568.20it/s]
  2%|▏         | 5666/234119.0 [00:01<00:49, 4570.29it/s]
  3%|▎         | 6124/234119.0 [00:01<00:50, 4544.03it/s]
  3%|▎         | 6579/234119.0 [00:01<00:50, 4511.33it/s]
  3%|▎         | 7041/234119.0 [00:01<00:49, 4543.07it/s]
  3%|▎         | 7501/234119.0 [00:01<00:49, 4559.56it/s]
  3%|▎         | 7958/234119.0 [00:01<00:49, 4546.24it/s]
  4%|▎         | 8413/234119.0 [00:01<00:50, 4489.56it/s]
  4%|▍         | 8880/234119.0 [00:02<00:49, 4541.23it/s]
  4%|▍         | 9335/234119.0 [00:02<00:49, 4526.77it/s]
  4%|▍         | 9805/234119.0 [00:02<00:49, 4577.03it/s]
  4%|▍         | 10263/234119.0 [00:02<00:49, 4549.98it/s]
  5%|▍         | 10727/234119.0 [00:02<00:48, 4575.44it/s]
  5%|▍         | 11187/234119.0 [00:02<00:48, 4582.36it/s]
  5%|▍         | 11658/234119.0 [00:02<00:48, 4619.86it/s]
  5%|▌         | 12121/234119.0 [00:02<00:48, 4607.40it/s]
  5%|▌         | 12582/234119.0 [00:02<00:48, 4594.04it/s]
  6%|▌         | 13042/234119.0 [00:02<00:48, 4583.92it/s]
  6%|▌         | 13515/234119.0 [00:03<00:47, 4626.30it/s]
  6%|▌         | 14001/234119.0 [00:03<00:46, 4695.87it/s]
  6%|▌         | 14471/234119.0 [00:03<00:47, 4650.23it/s]
  6%|▋         | 14937/234119.0 [00:03<00:47, 4588.04it/s]
  7%|▋         | 15397/234119.0 [00:03<00:47, 4588.07it/s]
  7%|▋         | 15875/234119.0 [00:03<00:46, 4644.04it/s]
  7%|▋         | 16340/234119.0 [00:03<00:46, 4645.31it/s]
  7%|▋         | 16805/234119.0 [00:03<00:47, 4586.35it/s]
  7%|▋         | 17264/234119.0 [00:03<00:47, 4563.53it/s]
  8%|▊         | 17721/234119.0 [00:03<00:47, 4535.01it/s]
  8%|▊         | 18175/234119.0 [00:04<00:47, 4504.25it/s]
  8%|▊         | 18642/234119.0 [00:04<00:47, 4552.97it/s]
  8%|▊         | 19107/234119.0 [00:04<00:46, 4579.87it/s]
  8%|▊         | 19573/234119.0 [00:04<00:46, 4602.81it/s]
  9%|▊         | 20034/234119.0 [00:04<00:46, 4603.75it/s]
  9%|▉         | 20495/234119.0 [00:04<00:46, 4588.85it/s]
  9%|▉         | 20954/234119.0 [00:04<00:46, 4574.10it/s]
  9%|▉         | 21412/234119.0 [00:04<00:46, 4565.39it/s]
  9%|▉         | 21875/234119.0 [00:04<00:46, 4583.39it/s]
 10%|▉         | 22342/234119.0 [00:04<00:45, 4607.89it/s]
 10%|▉         | 22805/234119.0 [00:05<00:45, 4612.84it/s]
 10%|▉         | 23269/234119.0 [00:05<00:45, 4619.43it/s]
 10%|█         | 23731/234119.0 [00:05<00:45, 4601.95it/s]
 10%|█         | 24192/234119.0 [00:05<00:45, 4599.32it/s]
 11%|█         | 24662/234119.0 [00:05<00:45, 4627.26it/s]
 11%|█         | 25130/234119.0 [00:05<00:45, 4640.61it/s]
 11%|█         | 25605/234119.0 [00:05<00:44, 4672.67it/s]
 11%|█         | 26073/234119.0 [00:05<00:45, 4614.24it/s]
 11%|█▏        | 26535/234119.0 [00:05<00:45, 4596.94it/s]
 12%|█▏        | 26995/234119.0 [00:05<00:45, 4588.18it/s]
 12%|█▏        | 27454/234119.0 [00:06<00:45, 4569.09it/s]
 12%|█▏        | 27927/234119.0 [00:06<00:44, 4615.97it/s]
 12%|█▏        | 28396/234119.0 [00:06<00:44, 4636.94it/s]
 12%|█▏        | 28869/234119.0 [00:06<00:44, 4664.56it/s]
 13%|█▎        | 29336/234119.0 [00:06<00:44, 4635.62it/s]
 13%|█▎        | 29803/234119.0 [00:06<00:44, 4643.24it/s]
 13%|█▎        | 30268/234119.0 [00:06<00:44, 4623.92it/s]
 13%|█▎        | 30731/234119.0 [00:06<00:44, 4610.46it/s]
 13%|█▎        | 31193/234119.0 [00:06<00:44, 4590.65it/s]
 14%|█▎        | 31668/234119.0 [00:06<00:43, 4637.27it/s]
 14%|█▎        | 32137/234119.0 [00:07<00:43, 4652.74it/s]
 14%|█▍        | 32603/234119.0 [00:07<00:43, 4644.81it/s]
 14%|█▍        | 33073/234119.0 [00:07<00:43, 4660.94it/s]
 14%|█▍        | 33540/234119.0 [00:07<00:43, 4635.18it/s]
 15%|█▍        | 34004/234119.0 [00:07<00:43, 4625.54it/s]
 15%|█▍        | 34467/234119.0 [00:07<00:43, 4621.54it/s]
 15%|█▍        | 34945/234119.0 [00:07<00:42, 4665.76it/s]
 15%|█▌        | 35412/234119.0 [00:07<00:42, 4625.91it/s]
 15%|█▌        | 35900/234119.0 [00:07<00:42, 4696.28it/s]
 16%|█▌        | 36370/234119.0 [00:08<01:10, 2814.56it/s]
 16%|█▌        | 36844/234119.0 [00:08<01:01, 3205.36it/s]
 16%|█▌        | 37301/234119.0 [00:08<00:56, 3511.16it/s]
 16%|█▌        | 37756/234119.0 [00:08<00:52, 3762.39it/s]
 16%|█▋        | 38212/234119.0 [00:08<00:49, 3965.70it/s]
 17%|█▋        | 38684/234119.0 [00:08<00:46, 4166.75it/s]
 17%|█▋        | 39171/234119.0 [00:08<00:44, 4360.29it/s]
 17%|█▋        | 39649/234119.0 [00:08<00:43, 4478.41it/s]
 17%|█▋        | 40134/234119.0 [00:08<00:42, 4585.44it/s]
 17%|█▋        | 40605/234119.0 [00:09<00:42, 4592.53it/s]
 18%|█▊        | 41073/234119.0 [00:09<00:41, 4606.22it/s]
 18%|█▊        | 41540/234119.0 [00:09<00:41, 4612.39it/s]
 18%|█▊        | 42008/234119.0 [00:09<00:41, 4628.98it/s]
 18%|█▊        | 42488/234119.0 [00:09<00:40, 4677.05it/s]
 18%|█▊        | 42994/234119.0 [00:09<00:39, 4790.27it/s]
 19%|█▊        | 43477/234119.0 [00:09<00:39, 4801.98it/s]
 19%|█▉        | 43959/234119.0 [00:09<00:40, 4743.50it/s]
 19%|█▉        | 44435/234119.0 [00:09<00:40, 4702.11it/s]
 19%|█▉        | 44906/234119.0 [00:10<00:40, 4615.14it/s]
 19%|█▉        | 45369/234119.0 [00:10<00:41, 4563.02it/s]
 20%|█▉        | 45828/234119.0 [00:10<00:41, 4568.23it/s]
 20%|█▉        | 46307/234119.0 [00:10<00:40, 4632.02it/s]
 20%|█▉        | 46801/234119.0 [00:10<00:39, 4722.44it/s]
 20%|██        | 47282/234119.0 [00:10<00:39, 4746.22it/s]
 20%|██        | 47759/234119.0 [00:10<00:39, 4752.41it/s]
 21%|██        | 48235/234119.0 [00:10<00:39, 4735.55it/s]
 21%|██        | 48709/234119.0 [00:10<00:39, 4721.60it/s]
 21%|██        | 49182/234119.0 [00:10<00:39, 4689.45it/s]
 21%|██        | 49652/234119.0 [00:11<00:39, 4648.94it/s]
 21%|██▏       | 50152/234119.0 [00:11<00:38, 4751.14it/s]
 22%|██▏       | 50663/234119.0 [00:11<00:37, 4857.27it/s]
 22%|██▏       | 51152/234119.0 [00:11<00:37, 4863.93it/s]
 22%|██▏       | 51645/234119.0 [00:11<00:37, 4883.59it/s]
 22%|██▏       | 52134/234119.0 [00:11<00:37, 4884.97it/s]
 22%|██▏       | 52623/234119.0 [00:11<00:37, 4798.87it/s]
 23%|██▎       | 53104/234119.0 [00:11<00:37, 4768.67it/s]
 23%|██▎       | 53582/234119.0 [00:11<00:38, 4732.23it/s]
 23%|██▎       | 54073/234119.0 [00:11<00:37, 4783.81it/s]
 23%|██▎       | 54559/234119.0 [00:12<00:37, 4804.49it/s]
 24%|██▎       | 55063/234119.0 [00:12<00:36, 4873.79it/s]
 24%|██▎       | 55551/234119.0 [00:12<00:36, 4871.52it/s]
 24%|██▍       | 56039/234119.0 [00:12<00:36, 4871.05it/s]
 24%|██▍       | 56527/234119.0 [00:12<00:36, 4812.03it/s]
 24%|██▍       | 57009/234119.0 [00:12<00:37, 4775.71it/s]
 25%|██▍       | 57487/234119.0 [00:12<00:37, 4712.55it/s]
 25%|██▍       | 57965/234119.0 [00:12<00:37, 4730.26it/s]
 25%|██▍       | 58452/234119.0 [00:12<00:36, 4769.44it/s]
 25%|██▌       | 58958/234119.0 [00:12<00:36, 4854.43it/s]
 25%|██▌       | 59471/234119.0 [00:13<00:35, 4935.60it/s]
 26%|██▌       | 59965/234119.0 [00:13<00:35, 4910.69it/s]
 26%|██▌       | 60457/234119.0 [00:13<00:35, 4899.52it/s]
 26%|██▌       | 60948/234119.0 [00:13<00:35, 4840.44it/s]
 26%|██▌       | 61433/234119.0 [00:13<00:35, 4801.93it/s]
 26%|██▋       | 61914/234119.0 [00:13<00:35, 4783.88it/s]
 27%|██▋       | 62393/234119.0 [00:13<00:35, 4776.72it/s]
 27%|██▋       | 62883/234119.0 [00:13<00:35, 4812.01it/s]
 27%|██▋       | 63367/234119.0 [00:13<00:35, 4819.58it/s]
 27%|██▋       | 63873/234119.0 [00:13<00:34, 4888.93it/s]
 27%|██▋       | 64381/234119.0 [00:14<00:34, 4945.99it/s]
 28%|██▊       | 64876/234119.0 [00:14<00:35, 4830.01it/s]
 28%|██▊       | 65365/234119.0 [00:14<00:34, 4845.62it/s]
 28%|██▊       | 65851/234119.0 [00:14<00:35, 4752.93it/s]
 28%|██▊       | 66340/234119.0 [00:14<00:35, 4790.61it/s]
 29%|██▊       | 66820/234119.0 [00:14<00:34, 4781.65it/s]
 29%|██▉       | 67329/234119.0 [00:14<00:34, 4869.62it/s]
 29%|██▉       | 67832/234119.0 [00:14<00:33, 4916.32it/s]
 29%|██▉       | 68340/234119.0 [00:14<00:33, 4962.60it/s]
 29%|██▉       | 68837/234119.0 [00:14<00:33, 4937.70it/s]
 30%|██▉       | 69331/234119.0 [00:15<00:33, 4924.26it/s]
 30%|██▉       | 69824/234119.0 [00:15<00:33, 4852.60it/s]
 30%|███       | 70310/234119.0 [00:15<00:34, 4784.20it/s]
 30%|███       | 70805/234119.0 [00:15<00:33, 4832.79it/s]
 30%|███       | 71289/234119.0 [00:15<00:33, 4803.30it/s]
 31%|███       | 71800/234119.0 [00:15<00:33, 4891.74it/s]
 31%|███       | 72306/234119.0 [00:15<00:32, 4940.64it/s]
 31%|███       | 72811/234119.0 [00:15<00:32, 4972.79it/s]
 31%|███▏      | 73309/234119.0 [00:15<00:33, 4821.71it/s]
 32%|███▏      | 73793/234119.0 [00:16<00:33, 4798.45it/s]
 32%|███▏      | 74274/234119.0 [00:16<00:33, 4778.07it/s]
 32%|███▏      | 74758/234119.0 [00:16<00:33, 4794.72it/s]
 32%|███▏      | 75253/234119.0 [00:16<00:32, 4839.73it/s]
 32%|███▏      | 75756/234119.0 [00:16<00:32, 4895.39it/s]
 33%|███▎      | 76266/234119.0 [00:16<00:31, 4953.86it/s]
 33%|███▎      | 76775/234119.0 [00:16<00:31, 4991.44it/s]
 33%|███▎      | 77283/234119.0 [00:16<00:31, 5015.67it/s]
 33%|███▎      | 77785/234119.0 [00:16<00:31, 4894.32it/s]
 33%|███▎      | 78276/234119.0 [00:16<00:32, 4845.15it/s]
 34%|███▎      | 78762/234119.0 [00:17<00:32, 4828.34it/s]
 34%|███▍      | 79265/234119.0 [00:17<00:31, 4887.18it/s]
 34%|███▍      | 79760/234119.0 [00:17<00:31, 4902.73it/s]
 34%|███▍      | 80259/234119.0 [00:17<00:31, 4928.57it/s]
 34%|███▍      | 80763/234119.0 [00:17<00:30, 4960.21it/s]
 35%|███▍      | 81262/234119.0 [00:17<00:30, 4968.22it/s]
 35%|███▍      | 81759/234119.0 [00:17<00:30, 4965.22it/s]
 35%|███▌      | 82256/234119.0 [00:17<00:31, 4873.16it/s]
 35%|███▌      | 82744/234119.0 [00:17<00:31, 4846.41it/s]
 36%|███▌      | 83229/234119.0 [00:17<00:31, 4829.56it/s]
 36%|███▌      | 83718/234119.0 [00:18<00:31, 4845.52it/s]
 36%|███▌      | 84221/234119.0 [00:18<00:30, 4898.90it/s]
 36%|███▌      | 84712/234119.0 [00:18<00:30, 4882.29it/s]
 36%|███▋      | 85218/234119.0 [00:18<00:30, 4934.66it/s]
 37%|███▋      | 85724/234119.0 [00:18<00:29, 4966.81it/s]
 37%|███▋      | 86221/234119.0 [00:18<00:30, 4928.79it/s]
 37%|███▋      | 86714/234119.0 [00:18<00:30, 4852.91it/s]
 37%|███▋      | 87200/234119.0 [00:18<00:30, 4854.26it/s]
 37%|███▋      | 87686/234119.0 [00:18<00:30, 4828.69it/s]
 38%|███▊      | 88170/234119.0 [00:18<00:30, 4820.04it/s]
 38%|███▊      | 88653/234119.0 [00:19<00:30, 4798.94it/s]
 38%|███▊      | 89133/234119.0 [00:19<00:30, 4783.23it/s]
 38%|███▊      | 89619/234119.0 [00:19<00:30, 4802.59it/s]
 38%|███▊      | 90100/234119.0 [00:19<00:29, 4802.82it/s]
 39%|███▊      | 90581/234119.0 [00:19<00:29, 4790.15it/s]
 39%|███▉      | 91061/234119.0 [00:19<00:30, 4745.11it/s]
 39%|███▉      | 91536/234119.0 [00:19<00:30, 4735.14it/s]
 39%|███▉      | 92021/234119.0 [00:19<00:29, 4767.77it/s]
 40%|███▉      | 92498/234119.0 [00:19<00:30, 4707.42it/s]
 40%|███▉      | 92969/234119.0 [00:19<00:30, 4672.98it/s]
 40%|███▉      | 93448/234119.0 [00:20<00:29, 4704.75it/s]
 40%|████      | 93938/234119.0 [00:20<00:29, 4761.26it/s]
 40%|████      | 94427/234119.0 [00:20<00:29, 4799.49it/s]
 41%|████      | 94912/234119.0 [00:20<00:28, 4813.13it/s]
 41%|████      | 95394/234119.0 [00:20<00:29, 4726.14it/s]
 41%|████      | 95868/234119.0 [00:20<00:29, 4689.93it/s]
 41%|████      | 96338/234119.0 [00:20<00:29, 4690.17it/s]
 41%|████▏     | 96808/234119.0 [00:20<00:29, 4691.80it/s]
 42%|████▏     | 97286/234119.0 [00:20<00:29, 4714.17it/s]
 42%|████▏     | 97758/234119.0 [00:20<00:29, 4687.07it/s]
 42%|████▏     | 98241/234119.0 [00:21<00:28, 4728.31it/s]
 42%|████▏     | 98735/234119.0 [00:21<00:28, 4789.31it/s]
 42%|████▏     | 99215/234119.0 [00:21<00:28, 4770.72it/s]
 43%|████▎     | 99693/234119.0 [00:21<00:28, 4738.81it/s]
 43%|████▎     | 100167/234119.0 [00:21<00:28, 4701.82it/s]
 43%|████▎     | 100638/234119.0 [00:21<00:28, 4703.86it/s]
 43%|████▎     | 101109/234119.0 [00:21<00:28, 4654.00it/s]
 43%|████▎     | 101582/234119.0 [00:21<00:28, 4675.47it/s]
 44%|████▎     | 102051/234119.0 [00:21<00:28, 4677.16it/s]
 44%|████▍     | 102523/234119.0 [00:21<00:28, 4688.24it/s]
 44%|████▍     | 103013/234119.0 [00:22<00:27, 4751.21it/s]
 44%|████▍     | 103489/234119.0 [00:22<00:27, 4748.68it/s]
 44%|████▍     | 103964/234119.0 [00:22<00:27, 4689.67it/s]
 45%|████▍     | 104434/234119.0 [00:22<00:27, 4640.81it/s]
 45%|████▍     | 104905/234119.0 [00:22<00:27, 4660.78it/s]
 45%|████▌     | 105372/234119.0 [00:22<00:27, 4634.77it/s]
 45%|████▌     | 105836/234119.0 [00:22<00:27, 4598.14it/s]
 45%|████▌     | 106323/234119.0 [00:22<00:27, 4678.37it/s]
 46%|████▌     | 106799/234119.0 [00:22<00:27, 4700.63it/s]
 46%|████▌     | 107270/234119.0 [00:22<00:26, 4703.21it/s]
 46%|████▌     | 107763/234119.0 [00:23<00:26, 4767.29it/s]
 46%|████▌     | 108240/234119.0 [00:23<00:26, 4726.93it/s]
 46%|████▋     | 108713/234119.0 [00:23<00:26, 4666.47it/s]
 47%|████▋     | 109180/234119.0 [00:23<00:26, 4657.25it/s]
 47%|████▋     | 109646/234119.0 [00:23<00:26, 4639.25it/s]
 47%|████▋     | 110115/234119.0 [00:23<00:26, 4652.11it/s]
 47%|████▋     | 110593/234119.0 [00:23<00:26, 4689.83it/s]
 47%|████▋     | 111072/234119.0 [00:23<00:26, 4716.05it/s]
 48%|████▊     | 111561/234119.0 [00:23<00:25, 4766.90it/s]
 48%|████▊     | 112038/234119.0 [00:24<00:25, 4761.90it/s]
 48%|████▊     | 112515/234119.0 [00:24<00:25, 4735.46it/s]
 48%|████▊     | 112989/234119.0 [00:24<00:26, 4644.24it/s]
 48%|████▊     | 113454/234119.0 [00:24<00:26, 4615.15it/s]
 49%|████▊     | 113916/234119.0 [00:24<00:26, 4588.68it/s]
 49%|████▉     | 114376/234119.0 [00:24<00:26, 4535.90it/s]
 49%|████▉     | 114845/234119.0 [00:24<00:26, 4580.69it/s]
 49%|████▉     | 115333/234119.0 [00:24<00:25, 4667.92it/s]
 49%|████▉     | 115813/234119.0 [00:24<00:25, 4703.83it/s]
 50%|████▉     | 116289/234119.0 [00:24<00:24, 4718.40it/s]
 50%|████▉     | 116762/234119.0 [00:25<00:25, 4661.16it/s]
 50%|█████     | 117229/234119.0 [00:25<00:25, 4589.44it/s]
 50%|█████     | 117689/234119.0 [00:25<00:25, 4579.04it/s]
 50%|█████     | 118148/234119.0 [00:25<00:25, 4549.81it/s]
 51%|█████     | 118611/234119.0 [00:25<00:25, 4572.45it/s]
 51%|█████     | 119089/234119.0 [00:25<00:24, 4631.22it/s]
 51%|█████     | 119559/234119.0 [00:25<00:24, 4650.44it/s]
 51%|█████▏    | 120034/234119.0 [00:25<00:24, 4679.20it/s]
 51%|█████▏    | 120513/234119.0 [00:25<00:24, 4711.67it/s]
 52%|█████▏    | 120985/234119.0 [00:26<00:37, 3055.47it/s]
 52%|█████▏    | 121445/234119.0 [00:26<00:33, 3389.37it/s]
 52%|█████▏    | 121892/234119.0 [00:26<00:30, 3643.66it/s]
 52%|█████▏    | 122343/234119.0 [00:26<00:28, 3860.36it/s]
 52%|█████▏    | 122797/234119.0 [00:26<00:27, 4039.19it/s]
 53%|█████▎    | 123271/234119.0 [00:26<00:26, 4231.31it/s]
 53%|█████▎    | 123739/234119.0 [00:26<00:25, 4357.67it/s]
 53%|█████▎    | 124225/234119.0 [00:26<00:24, 4498.75it/s]
 53%|█████▎    | 124709/234119.0 [00:26<00:23, 4596.46it/s]
 53%|█████▎    | 125183/234119.0 [00:27<00:23, 4636.29it/s]
 54%|█████▎    | 125654/234119.0 [00:27<00:23, 4607.18it/s]
 54%|█████▍    | 126120/234119.0 [00:27<00:23, 4602.79it/s]
 54%|█████▍    | 126584/234119.0 [00:27<00:23, 4607.50it/s]
 54%|█████▍    | 127047/234119.0 [00:27<00:23, 4605.59it/s]
 54%|█████▍    | 127515/234119.0 [00:27<00:23, 4625.97it/s]
 55%|█████▍    | 127999/234119.0 [00:27<00:22, 4687.67it/s]
 55%|█████▍    | 128482/234119.0 [00:27<00:22, 4729.91it/s]
 55%|█████▌    | 128969/234119.0 [00:27<00:22, 4767.97it/s]
 55%|█████▌    | 129447/234119.0 [00:27<00:21, 4760.26it/s]
 55%|█████▌    | 129924/234119.0 [00:28<00:22, 4660.60it/s]
 56%|█████▌    | 130391/234119.0 [00:28<00:22, 4613.98it/s]
 56%|█████▌    | 130853/234119.0 [00:28<00:22, 4611.88it/s]
 56%|█████▌    | 131320/234119.0 [00:28<00:22, 4628.97it/s]
 56%|█████▋    | 131792/234119.0 [00:28<00:21, 4654.79it/s]
 56%|█████▋    | 132275/234119.0 [00:28<00:21, 4704.17it/s]
 57%|█████▋    | 132762/234119.0 [00:28<00:21, 4752.74it/s]
 57%|█████▋    | 133253/234119.0 [00:28<00:21, 4797.87it/s]
 57%|█████▋    | 133748/234119.0 [00:28<00:20, 4842.89it/s]
 57%|█████▋    | 134233/234119.0 [00:28<00:20, 4805.15it/s]
 58%|█████▊    | 134714/234119.0 [00:29<00:20, 4736.39it/s]
 58%|█████▊    | 135188/234119.0 [00:29<00:21, 4684.35it/s]
 58%|█████▊    | 135659/234119.0 [00:29<00:20, 4689.14it/s]
 58%|█████▊    | 136138/234119.0 [00:29<00:20, 4718.07it/s]
 58%|█████▊    | 136625/234119.0 [00:29<00:20, 4762.09it/s]
 59%|█████▊    | 137122/234119.0 [00:29<00:20, 4823.46it/s]
 59%|█████▉    | 137612/234119.0 [00:29<00:19, 4842.84it/s]
 59%|█████▉    | 138112/234119.0 [00:29<00:19, 4889.57it/s]
 59%|█████▉    | 138602/234119.0 [00:29<00:19, 4824.22it/s]
 59%|█████▉    | 139085/234119.0 [00:29<00:19, 4771.68it/s]
 60%|█████▉    | 139563/234119.0 [00:30<00:19, 4738.12it/s]
 60%|█████▉    | 140037/234119.0 [00:30<00:19, 4709.81it/s]
 60%|██████    | 140527/234119.0 [00:30<00:19, 4763.21it/s]
 60%|██████    | 141018/234119.0 [00:30<00:19, 4804.14it/s]
 60%|██████    | 141524/234119.0 [00:30<00:18, 4877.23it/s]
 61%|██████    | 142012/234119.0 [00:30<00:18, 4865.54it/s]
 61%|██████    | 142500/234119.0 [00:30<00:18, 4867.42it/s]
 61%|██████    | 142987/234119.0 [00:30<00:18, 4828.47it/s]
 61%|██████▏   | 143470/234119.0 [00:30<00:19, 4738.92it/s]
 61%|██████▏   | 143945/234119.0 [00:30<00:19, 4678.97it/s]
 62%|██████▏   | 144430/234119.0 [00:31<00:18, 4727.69it/s]
 62%|██████▏   | 144934/234119.0 [00:31<00:18, 4817.78it/s]
 62%|██████▏   | 145441/234119.0 [00:31<00:18, 4889.47it/s]
 62%|██████▏   | 145936/234119.0 [00:31<00:17, 4906.54it/s]
 63%|██████▎   | 146427/234119.0 [00:31<00:17, 4872.17it/s]
 63%|██████▎   | 146915/234119.0 [00:31<00:17, 4873.93it/s]
 63%|██████▎   | 147403/234119.0 [00:31<00:17, 4834.13it/s]
 63%|██████▎   | 147887/234119.0 [00:31<00:18, 4759.72it/s]
 63%|██████▎   | 148364/234119.0 [00:31<00:18, 4700.08it/s]
 64%|██████▎   | 148860/234119.0 [00:31<00:17, 4775.41it/s]
 64%|██████▍   | 149356/234119.0 [00:32<00:17, 4828.76it/s]
 64%|██████▍   | 149856/234119.0 [00:32<00:17, 4877.97it/s]
 64%|██████▍   | 150349/234119.0 [00:32<00:17, 4893.15it/s]
 64%|██████▍   | 150839/234119.0 [00:32<00:17, 4877.57it/s]
 65%|██████▍   | 151335/234119.0 [00:32<00:16, 4898.79it/s]
 65%|██████▍   | 151825/234119.0 [00:32<00:16, 4860.62it/s]
 65%|██████▌   | 152312/234119.0 [00:32<00:17, 4792.38it/s]
 65%|██████▌   | 152792/234119.0 [00:32<00:17, 4752.27it/s]
 65%|██████▌   | 153269/234119.0 [00:32<00:16, 4757.43it/s]
 66%|██████▌   | 153769/234119.0 [00:33<00:16, 4827.99it/s]
 66%|██████▌   | 154263/234119.0 [00:33<00:16, 4859.45it/s]
 66%|██████▌   | 154750/234119.0 [00:33<00:16, 4849.30it/s]
 66%|██████▋   | 155243/234119.0 [00:33<00:16, 4873.12it/s]
 67%|██████▋   | 155731/234119.0 [00:33<00:16, 4858.12it/s]
 67%|██████▋   | 156217/234119.0 [00:33<00:16, 4825.76it/s]
 67%|██████▋   | 156700/234119.0 [00:33<00:16, 4748.02it/s]
 67%|██████▋   | 157176/234119.0 [00:33<00:16, 4722.38it/s]
 67%|██████▋   | 157649/234119.0 [00:33<00:16, 4701.36it/s]
 68%|██████▊   | 158152/234119.0 [00:33<00:15, 4794.51it/s]
 68%|██████▊   | 158646/234119.0 [00:34<00:15, 4837.65it/s]
 68%|██████▊   | 159137/234119.0 [00:34<00:15, 4858.74it/s]
 68%|██████▊   | 159635/234119.0 [00:34<00:15, 4894.06it/s]
 68%|██████▊   | 160137/234119.0 [00:34<00:15, 4930.66it/s]
 69%|██████▊   | 160631/234119.0 [00:34<00:15, 4887.11it/s]
 69%|██████▉   | 161120/234119.0 [00:34<00:15, 4855.56it/s]
 69%|██████▉   | 161606/234119.0 [00:34<00:15, 4781.28it/s]
 69%|██████▉   | 162085/234119.0 [00:34<00:15, 4760.71it/s]
 69%|██████▉   | 162580/234119.0 [00:34<00:14, 4815.11it/s]
 70%|██████▉   | 163066/234119.0 [00:34<00:14, 4827.00it/s]
 70%|██████▉   | 163575/234119.0 [00:35<00:14, 4903.57it/s]
 70%|███████   | 164066/234119.0 [00:35<00:14, 4839.19it/s]
 70%|███████   | 164565/234119.0 [00:35<00:14, 4880.95it/s]
 71%|███████   | 165055/234119.0 [00:35<00:14, 4884.75it/s]
 71%|███████   | 165544/234119.0 [00:35<00:14, 4858.03it/s]
 71%|███████   | 166030/234119.0 [00:35<00:14, 4801.05it/s]
 71%|███████   | 166514/234119.0 [00:35<00:14, 4811.02it/s]
 71%|███████▏  | 167017/234119.0 [00:35<00:13, 4875.63it/s]
 72%|███████▏  | 167513/234119.0 [00:35<00:13, 4897.72it/s]
 72%|███████▏  | 168019/234119.0 [00:35<00:13, 4945.20it/s]
 72%|███████▏  | 168514/234119.0 [00:36<00:13, 4903.50it/s]
 72%|███████▏  | 169005/234119.0 [00:36<00:13, 4875.45it/s]
 72%|███████▏  | 169493/234119.0 [00:36<00:13, 4852.35it/s]
 73%|███████▎  | 169979/234119.0 [00:36<00:13, 4845.48it/s]
 73%|███████▎  | 170464/234119.0 [00:36<00:13, 4822.86it/s]
 73%|███████▎  | 170947/234119.0 [00:36<00:13, 4791.13it/s]
 73%|███████▎  | 171438/234119.0 [00:36<00:12, 4826.24it/s]
 73%|███████▎  | 171928/234119.0 [00:36<00:12, 4845.95it/s]
 74%|███████▎  | 172442/234119.0 [00:36<00:12, 4931.82it/s]
 74%|███████▍  | 172936/234119.0 [00:36<00:12, 4927.65it/s]
 74%|███████▍  | 173429/234119.0 [00:37<00:12, 4880.73it/s]
 74%|███████▍  | 173918/234119.0 [00:37<00:12, 4839.31it/s]
 74%|███████▍  | 174403/234119.0 [00:37<00:12, 4822.03it/s]
 75%|███████▍  | 174886/234119.0 [00:37<00:12, 4792.80it/s]
 75%|███████▍  | 175366/234119.0 [00:37<00:12, 4743.64it/s]
 75%|███████▌  | 175845/234119.0 [00:37<00:12, 4754.74it/s]
 75%|███████▌  | 176342/234119.0 [00:37<00:11, 4816.71it/s]
 76%|███████▌  | 176841/234119.0 [00:37<00:11, 4867.94it/s]
 76%|███████▌  | 177328/234119.0 [00:37<00:11, 4867.30it/s]
 76%|███████▌  | 177815/234119.0 [00:37<00:11, 4737.97it/s]
 76%|███████▌  | 178292/234119.0 [00:38<00:11, 4745.16it/s]
 76%|███████▋  | 178768/234119.0 [00:38<00:11, 4718.58it/s]
 77%|███████▋  | 179244/234119.0 [00:38<00:11, 4730.05it/s]
 77%|███████▋  | 179729/234119.0 [00:38<00:11, 4765.62it/s]
 77%|███████▋  | 180226/234119.0 [00:38<00:11, 4825.14it/s]
 77%|███████▋  | 180729/234119.0 [00:38<00:10, 4884.69it/s]
 77%|███████▋  | 181222/234119.0 [00:38<00:10, 4896.03it/s]
 78%|███████▊  | 181712/234119.0 [00:38<00:10, 4874.51it/s]
 78%|███████▊  | 182200/234119.0 [00:38<00:10, 4817.46it/s]
 78%|███████▊  | 182682/234119.0 [00:38<00:10, 4738.62it/s]
 78%|███████▊  | 183162/234119.0 [00:39<00:10, 4754.85it/s]
 78%|███████▊  | 183638/234119.0 [00:39<00:10, 4666.78it/s]
 79%|███████▊  | 184128/234119.0 [00:39<00:10, 4735.03it/s]
 79%|███████▉  | 184630/234119.0 [00:39<00:10, 4815.62it/s]
 79%|███████▉  | 185127/234119.0 [00:39<00:10, 4859.76it/s]
 79%|███████▉  | 185614/234119.0 [00:39<00:10, 4814.56it/s]
 79%|███████▉  | 186096/234119.0 [00:39<00:10, 4781.11it/s]
 80%|███████▉  | 186575/234119.0 [00:39<00:10, 4709.11it/s]
 80%|███████▉  | 187047/234119.0 [00:39<00:10, 4704.15it/s]
 80%|████████  | 187518/234119.0 [00:40<00:09, 4681.31it/s]
 80%|████████  | 187994/234119.0 [00:40<00:09, 4700.60it/s]
 80%|████████  | 188465/234119.0 [00:40<00:09, 4691.60it/s]
 81%|████████  | 188961/234119.0 [00:40<00:09, 4770.03it/s]
 81%|████████  | 189441/234119.0 [00:40<00:09, 4776.44it/s]
 81%|████████  | 189919/234119.0 [00:40<00:09, 4749.32it/s]
 81%|████████▏ | 190395/234119.0 [00:40<00:09, 4708.96it/s]
 82%|████████▏ | 190867/234119.0 [00:40<00:09, 4702.39it/s]
 82%|████████▏ | 191338/234119.0 [00:40<00:09, 4683.55it/s]
 82%|████████▏ | 191810/234119.0 [00:40<00:09, 4692.33it/s]
 82%|████████▏ | 192292/234119.0 [00:41<00:08, 4728.26it/s]
 82%|████████▏ | 192776/234119.0 [00:41<00:08, 4759.60it/s]
 83%|████████▎ | 193253/234119.0 [00:41<00:08, 4717.99it/s]
 83%|████████▎ | 193730/234119.0 [00:41<00:08, 4732.21it/s]
 83%|████████▎ | 194204/234119.0 [00:41<00:08, 4674.17it/s]
 83%|████████▎ | 194672/234119.0 [00:41<00:08, 4666.85it/s]
 83%|████████▎ | 195140/234119.0 [00:41<00:08, 4668.33it/s]
 84%|████████▎ | 195607/234119.0 [00:41<00:08, 4630.34it/s]
 84%|████████▍ | 196084/234119.0 [00:41<00:08, 4671.30it/s]
 84%|████████▍ | 196552/234119.0 [00:41<00:08, 4656.27it/s]
 84%|████████▍ | 197028/234119.0 [00:42<00:07, 4686.58it/s]
 84%|████████▍ | 197500/234119.0 [00:42<00:07, 4694.24it/s]
 85%|████████▍ | 197970/234119.0 [00:42<00:07, 4590.15it/s]
 85%|████████▍ | 198434/234119.0 [00:42<00:07, 4604.80it/s]
 85%|████████▍ | 198895/234119.0 [00:42<00:07, 4553.21it/s]
 85%|████████▌ | 199359/234119.0 [00:42<00:07, 4577.63it/s]
 85%|████████▌ | 199831/234119.0 [00:42<00:07, 4618.79it/s]
 86%|████████▌ | 200301/234119.0 [00:42<00:07, 4642.89it/s]
 86%|████████▌ | 200776/234119.0 [00:42<00:07, 4673.78it/s]
 86%|████████▌ | 201244/234119.0 [00:42<00:07, 4675.22it/s]
 86%|████████▌ | 201712/234119.0 [00:43<00:06, 4672.73it/s]
 86%|████████▋ | 202180/234119.0 [00:43<00:06, 4639.95it/s]
 87%|████████▋ | 202645/234119.0 [00:43<00:06, 4528.94it/s]
 87%|████████▋ | 203126/234119.0 [00:43<00:06, 4611.28it/s]
 87%|████████▋ | 203605/234119.0 [00:43<00:06, 4662.90it/s]
 87%|████████▋ | 204087/234119.0 [00:43<00:06, 4706.72it/s]
 87%|████████▋ | 204565/234119.0 [00:43<00:06, 4725.46it/s]
 88%|████████▊ | 205038/234119.0 [00:43<00:06, 4700.24it/s]
 88%|████████▊ | 205509/234119.0 [00:43<00:06, 4654.17it/s]
 88%|████████▊ | 205975/234119.0 [00:43<00:06, 4628.93it/s]
 88%|████████▊ | 206455/234119.0 [00:44<00:05, 4678.07it/s]
 88%|████████▊ | 206933/234119.0 [00:44<00:05, 4707.34it/s]
 89%|████████▊ | 207404/234119.0 [00:44<00:05, 4666.68it/s]
 89%|████████▉ | 207872/234119.0 [00:44<00:05, 4670.35it/s]
 89%|████████▉ | 208340/234119.0 [00:44<00:05, 4657.72it/s]
 89%|████████▉ | 208806/234119.0 [00:44<00:05, 4648.38it/s]
 89%|████████▉ | 209271/234119.0 [00:44<00:05, 4626.38it/s]
 90%|████████▉ | 209743/234119.0 [00:44<00:05, 4654.22it/s]
 90%|████████▉ | 210225/234119.0 [00:44<00:05, 4702.80it/s]
 90%|████████▉ | 210696/234119.0 [00:44<00:04, 4702.39it/s]
 90%|█████████ | 211168/234119.0 [00:45<00:04, 4705.44it/s]
 90%|█████████ | 211639/234119.0 [00:45<00:04, 4688.05it/s]
 91%|█████████ | 212108/234119.0 [00:45<00:04, 4636.08it/s]
 91%|█████████ | 212572/234119.0 [00:45<00:04, 4602.65it/s]
 91%|█████████ | 213036/234119.0 [00:45<00:04, 4612.20it/s]
 91%|█████████ | 213508/234119.0 [00:45<00:04, 4641.68it/s]
 91%|█████████▏| 213984/234119.0 [00:45<00:04, 4674.03it/s]
 92%|█████████▏| 214452/234119.0 [00:45<00:04, 4666.52it/s]
 92%|█████████▏| 214919/234119.0 [00:45<00:04, 4658.09it/s]
 92%|█████████▏| 215385/234119.0 [00:45<00:04, 4627.32it/s]
 92%|█████████▏| 215853/234119.0 [00:46<00:03, 4642.50it/s]
 92%|█████████▏| 216329/234119.0 [00:46<00:03, 4673.84it/s]
 93%|█████████▎| 216797/234119.0 [00:46<00:03, 4629.66it/s]
 93%|█████████▎| 217261/234119.0 [00:46<00:03, 4631.88it/s]
 93%|█████████▎| 217725/234119.0 [00:46<00:03, 4601.48it/s]
 93%|█████████▎| 218190/234119.0 [00:46<00:03, 4615.12it/s]
 93%|█████████▎| 218656/234119.0 [00:46<00:03, 4626.59it/s]
 94%|█████████▎| 219119/234119.0 [00:46<00:03, 4624.62it/s]
 94%|█████████▍| 219589/234119.0 [00:46<00:03, 4646.75it/s]
 94%|█████████▍| 220054/234119.0 [00:46<00:03, 4639.90it/s]
 94%|█████████▍| 220519/234119.0 [00:47<00:02, 4633.68it/s]
 94%|█████████▍| 220987/234119.0 [00:47<00:02, 4644.36it/s]
 95%|█████████▍| 221452/234119.0 [00:47<00:02, 4580.48it/s]
 95%|█████████▍| 221917/234119.0 [00:47<00:02, 4598.73it/s]
 95%|█████████▍| 222385/234119.0 [00:47<00:02, 4620.22it/s]
 95%|█████████▌| 222848/234119.0 [00:47<00:02, 4577.09it/s]
 95%|█████████▌| 223315/234119.0 [00:47<00:02, 4601.36it/s]
 96%|█████████▌| 223787/234119.0 [00:47<00:02, 4635.53it/s]
 96%|█████████▌| 224251/234119.0 [00:47<00:02, 4635.39it/s]
 96%|█████████▌| 224715/234119.0 [00:48<00:02, 4620.02it/s]
 96%|█████████▌| 225178/234119.0 [00:48<00:01, 4621.03it/s]
 96%|█████████▋| 225648/234119.0 [00:48<00:01, 4641.51it/s]
 97%|█████████▋| 226113/234119.0 [00:48<00:02, 2903.74it/s]
 97%|█████████▋| 226567/234119.0 [00:48<00:02, 3248.33it/s]
 97%|█████████▋| 227020/234119.0 [00:48<00:02, 3543.45it/s]
 97%|█████████▋| 227490/234119.0 [00:48<00:01, 3830.58it/s]
 97%|█████████▋| 227959/234119.0 [00:48<00:01, 4054.59it/s]
 98%|█████████▊| 228416/234119.0 [00:49<00:01, 4193.73it/s]
 98%|█████████▊| 228888/234119.0 [00:49<00:01, 4338.55it/s]
 98%|█████████▊| 229342/234119.0 [00:49<00:01, 4389.13it/s]
 98%|█████████▊| 229795/234119.0 [00:49<00:00, 4390.35it/s]
 98%|█████████▊| 230254/234119.0 [00:49<00:00, 4447.11it/s]
 99%|█████████▊| 230712/234119.0 [00:49<00:00, 4485.11it/s]
 99%|█████████▊| 231172/234119.0 [00:49<00:00, 4516.46it/s]
 99%|█████████▉| 231634/234119.0 [00:49<00:00, 4545.83it/s]
 99%|█████████▉| 232092/234119.0 [00:49<00:00, 4536.32it/s]
 99%|█████████▉| 232564/234119.0 [00:49<00:00, 4589.00it/s]
100%|█████████▉| 233033/234119.0 [00:50<00:00, 4618.36it/s]
100%|█████████▉| 233500/234119.0 [00:50<00:00, 4631.46it/s]
100%|█████████▉| 233993/234119.0 [00:50<00:00, 4719.04it/s]
100%|██████████| 234119/234119.0 [00:50<00:00, 4654.11it/s]
Downloading https://templateflow.s3.amazonaws.com/tpl-MNI152NLin2009cAsym/tpl-MNI152NLin2009cAsym_res-01_T1w.nii.gz

  0%|          | 0.00/13.7M [00:00<?, ?B/s]
  0%|          | 60.4k/13.7M [00:00<00:31, 426kB/s]
  2%|▏         | 303k/13.7M [00:00<00:11, 1.17MB/s]
  9%|▉         | 1.21M/13.7M [00:00<00:03, 3.53MB/s]
 36%|███▌      | 4.88M/13.7M [00:00<00:00, 12.3MB/s]
 65%|██████▌   | 8.93M/13.7M [00:00<00:00, 18.1MB/s]
 95%|█████████▌| 13.1M/13.7M [00:00<00:00, 21.8MB/s]
100%|██████████| 13.7M/13.7M [00:00<00:00, 15.8MB/s]
Optimizing level 2 [max iter: 10000]
Optimizing level 1 [max iter: 1000]
Optimizing level 0 [max iter: 100]
Optimizing level 2 [max iter: 10000]
Optimizing level 1 [max iter: 1000]
Optimizing level 0 [max iter: 100]
Optimizing level 2 [max iter: 10000]
Optimizing level 1 [max iter: 1000]
Optimizing level 0 [max iter: 100]

  0%|          | 0/234119.0 [00:00<?, ?it/s]
  0%|          | 52/234119.0 [00:00<07:30, 519.22it/s]
  0%|          | 297/234119.0 [00:00<02:21, 1653.84it/s]
  0%|          | 560/234119.0 [00:00<01:51, 2097.74it/s]
  0%|          | 801/234119.0 [00:00<01:45, 2220.79it/s]
  0%|          | 1064/234119.0 [00:00<01:38, 2365.86it/s]
  1%|          | 1327/234119.0 [00:00<01:34, 2454.26it/s]
  1%|          | 1577/234119.0 [00:00<01:34, 2467.74it/s]
  1%|          | 1842/234119.0 [00:00<01:32, 2524.28it/s]
  1%|          | 2107/234119.0 [00:00<01:30, 2563.12it/s]
  1%|          | 2364/234119.0 [00:01<01:31, 2542.56it/s]
  1%|          | 2619/234119.0 [00:01<01:34, 2462.31it/s]
  1%|          | 2884/234119.0 [00:01<01:31, 2516.30it/s]
  1%|▏         | 3148/234119.0 [00:01<01:30, 2553.00it/s]
  1%|▏         | 3406/234119.0 [00:01<01:30, 2545.01it/s]
  2%|▏         | 3671/234119.0 [00:01<01:29, 2574.14it/s]
  2%|▏         | 3936/234119.0 [00:01<01:28, 2596.28it/s]
  2%|▏         | 4202/234119.0 [00:01<01:27, 2613.40it/s]
  2%|▏         | 4467/234119.0 [00:01<01:27, 2623.86it/s]
  2%|▏         | 4732/234119.0 [00:01<01:27, 2629.58it/s]
  2%|▏         | 4996/234119.0 [00:02<01:29, 2568.81it/s]
  2%|▏         | 5254/234119.0 [00:02<01:32, 2481.65it/s]
  2%|▏         | 5518/234119.0 [00:02<01:30, 2526.74it/s]
  2%|▏         | 5783/234119.0 [00:02<01:29, 2562.49it/s]
  3%|▎         | 6048/234119.0 [00:02<01:28, 2588.02it/s]
  3%|▎         | 6312/234119.0 [00:02<01:27, 2602.52it/s]
  3%|▎         | 6573/234119.0 [00:02<01:28, 2579.38it/s]
  3%|▎         | 6838/234119.0 [00:02<01:27, 2598.30it/s]
  3%|▎         | 7102/234119.0 [00:02<01:26, 2610.61it/s]
  3%|▎         | 7367/234119.0 [00:02<01:26, 2621.66it/s]
  3%|▎         | 7633/234119.0 [00:03<01:26, 2631.49it/s]
  3%|▎         | 7897/234119.0 [00:03<01:29, 2520.49it/s]
  3%|▎         | 8151/234119.0 [00:03<01:29, 2520.85it/s]
  4%|▎         | 8414/234119.0 [00:03<01:28, 2551.91it/s]
  4%|▎         | 8680/234119.0 [00:03<01:27, 2581.03it/s]
  4%|▍         | 8939/234119.0 [00:03<01:28, 2550.64it/s]
  4%|▍         | 9204/234119.0 [00:03<01:27, 2578.58it/s]
  4%|▍         | 9469/234119.0 [00:03<01:26, 2599.56it/s]
  4%|▍         | 9734/234119.0 [00:03<01:25, 2613.38it/s]
  4%|▍         | 9999/234119.0 [00:03<01:25, 2622.23it/s]
  4%|▍         | 10262/234119.0 [00:04<01:26, 2596.19it/s]
  4%|▍         | 10522/234119.0 [00:04<01:29, 2501.30it/s]
  5%|▍         | 10788/234119.0 [00:04<01:27, 2545.04it/s]
  5%|▍         | 11054/234119.0 [00:04<01:26, 2577.81it/s]
  5%|▍         | 11320/234119.0 [00:04<01:25, 2601.79it/s]
  5%|▍         | 11586/234119.0 [00:04<01:25, 2616.93it/s]
  5%|▌         | 11851/234119.0 [00:04<01:24, 2626.39it/s]
  5%|▌         | 12115/234119.0 [00:04<01:24, 2630.28it/s]
  5%|▌         | 12379/234119.0 [00:04<01:25, 2601.82it/s]
  5%|▌         | 12643/234119.0 [00:04<01:24, 2612.40it/s]
  6%|▌         | 12906/234119.0 [00:05<01:24, 2617.24it/s]
  6%|▌         | 13168/234119.0 [00:05<01:27, 2515.39it/s]
  6%|▌         | 13432/234119.0 [00:05<01:26, 2551.55it/s]
  6%|▌         | 13696/234119.0 [00:05<01:25, 2575.34it/s]
  6%|▌         | 13955/234119.0 [00:05<01:25, 2570.32it/s]
  6%|▌         | 14220/234119.0 [00:05<01:24, 2591.51it/s]
  6%|▌         | 14484/234119.0 [00:05<01:24, 2603.97it/s]
  6%|▋         | 14747/234119.0 [00:05<01:24, 2585.33it/s]
  6%|▋         | 15011/234119.0 [00:05<01:24, 2600.83it/s]
  7%|▋         | 15276/234119.0 [00:06<01:23, 2613.00it/s]
  7%|▋         | 15540/234119.0 [00:06<01:23, 2620.39it/s]
  7%|▋         | 15803/234119.0 [00:06<01:27, 2504.00it/s]
  7%|▋         | 16068/234119.0 [00:06<01:25, 2545.04it/s]
  7%|▋         | 16333/234119.0 [00:06<01:24, 2574.70it/s]
  7%|▋         | 16599/234119.0 [00:06<01:23, 2599.04it/s]
  7%|▋         | 16863/234119.0 [00:06<01:23, 2609.47it/s]
  7%|▋         | 17127/234119.0 [00:06<01:22, 2618.17it/s]
  7%|▋         | 17391/234119.0 [00:06<01:22, 2623.16it/s]
  8%|▊         | 17654/234119.0 [00:06<01:23, 2596.69it/s]
  8%|▊         | 17919/234119.0 [00:07<01:22, 2609.70it/s]
  8%|▊         | 18182/234119.0 [00:07<01:22, 2614.94it/s]
  8%|▊         | 18444/234119.0 [00:07<01:25, 2516.08it/s]
  8%|▊         | 18709/234119.0 [00:07<01:24, 2552.25it/s]
  8%|▊         | 18975/234119.0 [00:07<01:23, 2582.09it/s]
  8%|▊         | 19241/234119.0 [00:07<01:22, 2602.44it/s]
  8%|▊         | 19506/234119.0 [00:07<01:22, 2614.88it/s]
  8%|▊         | 19770/234119.0 [00:07<01:21, 2622.17it/s]
  9%|▊         | 20034/234119.0 [00:07<01:21, 2625.03it/s]
  9%|▊         | 20297/234119.0 [00:07<01:22, 2601.15it/s]
  9%|▉         | 20560/234119.0 [00:08<01:21, 2609.42it/s]
  9%|▉         | 20823/234119.0 [00:08<01:21, 2613.24it/s]
  9%|▉         | 21085/234119.0 [00:08<01:24, 2510.30it/s]
  9%|▉         | 21350/234119.0 [00:08<01:23, 2548.15it/s]
  9%|▉         | 21615/234119.0 [00:08<01:22, 2576.79it/s]
  9%|▉         | 21880/234119.0 [00:08<01:21, 2597.19it/s]
  9%|▉         | 22146/234119.0 [00:08<01:21, 2613.01it/s]
 10%|▉         | 22412/234119.0 [00:08<01:20, 2624.55it/s]
 10%|▉         | 22677/234119.0 [00:08<01:20, 2629.50it/s]
 10%|▉         | 22943/234119.0 [00:08<01:20, 2635.96it/s]
 10%|▉         | 23207/234119.0 [00:09<01:19, 2636.48it/s]
 10%|█         | 23471/234119.0 [00:09<01:20, 2608.23it/s]
 10%|█         | 23732/234119.0 [00:09<01:23, 2510.19it/s]
 10%|█         | 23997/234119.0 [00:09<01:22, 2548.79it/s]
 10%|█         | 24261/234119.0 [00:09<01:21, 2574.53it/s]
 10%|█         | 24527/234119.0 [00:09<01:20, 2597.24it/s]
 11%|█         | 24793/234119.0 [00:09<01:20, 2614.34it/s]
 11%|█         | 25058/234119.0 [00:09<01:19, 2622.62it/s]
 11%|█         | 25324/234119.0 [00:09<01:19, 2633.05it/s]
 11%|█         | 25590/234119.0 [00:09<01:18, 2641.03it/s]
 11%|█         | 25855/234119.0 [00:10<01:18, 2643.68it/s]
 11%|█         | 26120/234119.0 [00:10<01:18, 2640.57it/s]
 11%|█▏        | 26385/234119.0 [00:10<01:22, 2526.06it/s]
 11%|█▏        | 26641/234119.0 [00:10<01:21, 2533.83it/s]
 11%|█▏        | 26904/234119.0 [00:10<01:20, 2561.03it/s]
 12%|█▏        | 27168/234119.0 [00:10<01:20, 2582.18it/s]
 12%|█▏        | 27433/234119.0 [00:10<01:19, 2600.05it/s]
 12%|█▏        | 27697/234119.0 [00:10<01:19, 2611.80it/s]
 12%|█▏        | 27963/234119.0 [00:10<01:18, 2623.81it/s]
 12%|█▏        | 28228/234119.0 [00:10<01:18, 2629.01it/s]
 12%|█▏        | 28494/234119.0 [00:11<01:18, 2635.34it/s]
 12%|█▏        | 28760/234119.0 [00:11<01:17, 2641.70it/s]
 12%|█▏        | 29025/234119.0 [00:11<01:20, 2534.55it/s]
 13%|█▎        | 29290/234119.0 [00:11<01:19, 2567.11it/s]
 13%|█▎        | 29548/234119.0 [00:11<01:19, 2562.11it/s]
 13%|█▎        | 29812/234119.0 [00:11<01:19, 2582.36it/s]
 13%|█▎        | 30071/234119.0 [00:11<01:19, 2572.12it/s]
 13%|█▎        | 30334/234119.0 [00:11<01:18, 2588.03it/s]
 13%|█▎        | 30599/234119.0 [00:11<01:18, 2603.94it/s]
 13%|█▎        | 30860/234119.0 [00:12<01:18, 2592.34it/s]
 13%|█▎        | 31125/234119.0 [00:12<01:17, 2609.03it/s]
 13%|█▎        | 31391/234119.0 [00:12<01:17, 2622.47it/s]
 14%|█▎        | 31654/234119.0 [00:12<01:20, 2517.19it/s]
 14%|█▎        | 31921/234119.0 [00:12<01:18, 2559.90it/s]
 14%|█▎        | 32188/234119.0 [00:12<01:17, 2591.61it/s]
 14%|█▍        | 32448/234119.0 [00:12<01:20, 2516.75it/s]
 14%|█▍        | 32713/234119.0 [00:12<01:18, 2554.93it/s]
 14%|█▍        | 32979/234119.0 [00:12<01:17, 2583.51it/s]
 14%|█▍        | 33244/234119.0 [00:12<01:17, 2603.03it/s]
 14%|█▍        | 33505/234119.0 [00:13<01:17, 2591.46it/s]
 14%|█▍        | 33768/234119.0 [00:13<01:16, 2602.57it/s]
 15%|█▍        | 34033/234119.0 [00:13<01:16, 2615.51it/s]
 15%|█▍        | 34295/234119.0 [00:13<01:19, 2509.79it/s]
 15%|█▍        | 34560/234119.0 [00:13<01:18, 2549.88it/s]
 15%|█▍        | 34825/234119.0 [00:13<01:17, 2577.71it/s]
 15%|█▍        | 35091/234119.0 [00:13<01:16, 2600.87it/s]
 15%|█▌        | 35358/234119.0 [00:13<01:15, 2619.14it/s]
 15%|█▌        | 35625/234119.0 [00:13<01:15, 2634.06it/s]
 15%|█▌        | 35893/234119.0 [00:13<01:14, 2646.46it/s]
 15%|█▌        | 36160/234119.0 [00:14<01:14, 2651.07it/s]
 16%|█▌        | 36427/234119.0 [00:14<01:14, 2654.17it/s]
 16%|█▌        | 36694/234119.0 [00:14<01:14, 2656.71it/s]
 16%|█▌        | 36960/234119.0 [00:14<01:17, 2543.66it/s]
 16%|█▌        | 37216/234119.0 [00:14<01:17, 2542.89it/s]
 16%|█▌        | 37481/234119.0 [00:14<01:16, 2571.48it/s]
 16%|█▌        | 37747/234119.0 [00:14<01:15, 2596.14it/s]
 16%|█▌        | 38012/234119.0 [00:14<01:15, 2611.01it/s]
 16%|█▋        | 38277/234119.0 [00:14<01:14, 2620.25it/s]
 16%|█▋        | 38542/234119.0 [00:14<01:14, 2626.33it/s]
 17%|█▋        | 38807/234119.0 [00:15<01:14, 2633.09it/s]
 17%|█▋        | 39074/234119.0 [00:15<01:13, 2641.68it/s]
 17%|█▋        | 39341/234119.0 [00:15<01:13, 2649.81it/s]
 17%|█▋        | 39607/234119.0 [00:15<01:16, 2546.19it/s]
 17%|█▋        | 39873/234119.0 [00:15<01:15, 2579.26it/s]
 17%|█▋        | 40138/234119.0 [00:15<01:14, 2598.35it/s]
 17%|█▋        | 40404/234119.0 [00:15<01:14, 2614.91it/s]
 17%|█▋        | 40668/234119.0 [00:15<01:13, 2622.24it/s]
 17%|█▋        | 40931/234119.0 [00:15<01:14, 2604.57it/s]
 18%|█▊        | 41196/234119.0 [00:15<01:13, 2617.34it/s]
 18%|█▊        | 41461/234119.0 [00:16<01:13, 2624.07it/s]
 18%|█▊        | 41726/234119.0 [00:16<01:13, 2630.46it/s]
 18%|█▊        | 41992/234119.0 [00:16<01:12, 2636.54it/s]
 18%|█▊        | 42256/234119.0 [00:16<01:15, 2535.46it/s]
 18%|█▊        | 42521/234119.0 [00:16<01:14, 2568.57it/s]
 18%|█▊        | 42787/234119.0 [00:16<01:13, 2592.54it/s]
 18%|█▊        | 43055/234119.0 [00:16<01:13, 2616.85it/s]
 19%|█▊        | 43320/234119.0 [00:16<01:12, 2625.91it/s]
 19%|█▊        | 43588/234119.0 [00:16<01:12, 2640.40it/s]
 19%|█▊        | 43855/234119.0 [00:17<01:11, 2649.06it/s]
 19%|█▉        | 44121/234119.0 [00:17<01:11, 2650.41it/s]
 19%|█▉        | 44387/234119.0 [00:17<01:11, 2644.77it/s]
 19%|█▉        | 44652/234119.0 [00:17<01:11, 2638.08it/s]
 19%|█▉        | 44916/234119.0 [00:17<01:15, 2516.61it/s]
 19%|█▉        | 45172/234119.0 [00:17<01:14, 2526.78it/s]
 19%|█▉        | 45437/234119.0 [00:17<01:13, 2561.08it/s]
 20%|█▉        | 45704/234119.0 [00:17<01:12, 2591.13it/s]
 20%|█▉        | 45970/234119.0 [00:17<01:12, 2610.27it/s]
 20%|█▉        | 46239/234119.0 [00:17<01:11, 2631.06it/s]
 20%|█▉        | 46507/234119.0 [00:18<01:10, 2643.06it/s]
 20%|█▉        | 46773/234119.0 [00:18<01:10, 2647.41it/s]
 20%|██        | 47039/234119.0 [00:18<01:10, 2648.73it/s]
 20%|██        | 47306/234119.0 [00:18<01:10, 2652.46it/s]
 20%|██        | 47572/234119.0 [00:18<01:13, 2546.89it/s]
 20%|██        | 47837/234119.0 [00:18<01:12, 2574.71it/s]
 21%|██        | 48104/234119.0 [00:18<01:11, 2599.85it/s]
 21%|██        | 48369/234119.0 [00:18<01:11, 2613.10it/s]
 21%|██        | 48632/234119.0 [00:18<01:10, 2617.86it/s]
 21%|██        | 48895/234119.0 [00:18<01:11, 2602.13it/s]
 21%|██        | 49161/234119.0 [00:19<01:10, 2617.47it/s]
 21%|██        | 49423/234119.0 [00:19<01:16, 2424.04it/s]
 21%|██        | 49669/234119.0 [00:19<01:20, 2302.70it/s]
 21%|██▏       | 49903/234119.0 [00:19<01:20, 2297.27it/s]
 21%|██▏       | 50170/234119.0 [00:19<01:16, 2400.52it/s]
 22%|██▏       | 50437/234119.0 [00:19<01:14, 2475.22it/s]
 22%|██▏       | 50704/234119.0 [00:19<01:12, 2531.35it/s]
 22%|██▏       | 50971/234119.0 [00:19<01:11, 2571.76it/s]
 22%|██▏       | 51236/234119.0 [00:19<01:10, 2592.49it/s]
 22%|██▏       | 51504/234119.0 [00:20<01:09, 2615.57it/s]
 22%|██▏       | 51771/234119.0 [00:20<01:09, 2629.08it/s]
 22%|██▏       | 52038/234119.0 [00:20<01:08, 2640.10it/s]
 22%|██▏       | 52303/234119.0 [00:20<01:08, 2641.74it/s]
 22%|██▏       | 52568/234119.0 [00:20<01:11, 2538.30it/s]
 23%|██▎       | 52825/234119.0 [00:20<01:11, 2546.80it/s]
 23%|██▎       | 53088/234119.0 [00:20<01:10, 2570.49it/s]
 23%|██▎       | 53354/234119.0 [00:20<01:09, 2596.10it/s]
 23%|██▎       | 53620/234119.0 [00:20<01:09, 2612.29it/s]
 23%|██▎       | 53886/234119.0 [00:20<01:08, 2625.22it/s]
 23%|██▎       | 54154/234119.0 [00:21<01:08, 2640.61it/s]
 23%|██▎       | 54420/234119.0 [00:21<01:07, 2645.74it/s]
 23%|██▎       | 54685/234119.0 [00:21<01:07, 2646.40it/s]
 23%|██▎       | 54952/234119.0 [00:21<01:07, 2653.14it/s]
 24%|██▎       | 55218/234119.0 [00:21<01:10, 2543.89it/s]
 24%|██▎       | 55484/234119.0 [00:21<01:09, 2575.77it/s]
 24%|██▍       | 55750/234119.0 [00:21<01:08, 2598.52it/s]
 24%|██▍       | 56017/234119.0 [00:21<01:08, 2616.80it/s]
 24%|██▍       | 56284/234119.0 [00:21<01:07, 2630.28it/s]
 24%|██▍       | 56549/234119.0 [00:21<01:07, 2633.78it/s]
 24%|██▍       | 56813/234119.0 [00:22<01:07, 2612.15it/s]
 24%|██▍       | 57075/234119.0 [00:22<01:08, 2599.07it/s]
 24%|██▍       | 57340/234119.0 [00:22<01:07, 2613.03it/s]
 25%|██▍       | 57606/234119.0 [00:22<01:07, 2624.47it/s]
 25%|██▍       | 57869/234119.0 [00:22<01:09, 2524.64it/s]
 25%|██▍       | 58135/234119.0 [00:22<01:08, 2563.68it/s]
 25%|██▍       | 58399/234119.0 [00:22<01:08, 2583.86it/s]
 25%|██▌       | 58664/234119.0 [00:22<01:07, 2602.06it/s]
 25%|██▌       | 58930/234119.0 [00:22<01:06, 2618.58it/s]
 25%|██▌       | 59197/234119.0 [00:22<01:06, 2631.48it/s]
 25%|██▌       | 59463/234119.0 [00:23<01:06, 2639.28it/s]
 26%|██▌       | 59730/234119.0 [00:23<01:05, 2645.71it/s]
 26%|██▌       | 59997/234119.0 [00:23<01:05, 2652.60it/s]
 26%|██▌       | 60263/234119.0 [00:23<01:05, 2654.22it/s]
 26%|██▌       | 60529/234119.0 [00:23<01:08, 2523.67it/s]
 26%|██▌       | 60794/234119.0 [00:23<01:07, 2559.29it/s]
 26%|██▌       | 61060/234119.0 [00:23<01:06, 2587.77it/s]
 26%|██▌       | 61320/234119.0 [00:23<01:06, 2584.87it/s]
 26%|██▋       | 61584/234119.0 [00:23<01:06, 2598.34it/s]
 26%|██▋       | 61850/234119.0 [00:23<01:05, 2614.95it/s]
 27%|██▋       | 62116/234119.0 [00:24<01:05, 2626.39it/s]
 27%|██▋       | 62382/234119.0 [00:24<01:05, 2633.84it/s]
 27%|██▋       | 62646/234119.0 [00:24<01:05, 2635.32it/s]
 27%|██▋       | 62910/234119.0 [00:24<01:04, 2635.78it/s]
 27%|██▋       | 63174/234119.0 [00:24<01:08, 2483.32it/s]
 27%|██▋       | 63436/234119.0 [00:24<01:07, 2521.23it/s]
 27%|██▋       | 63702/234119.0 [00:24<01:06, 2558.95it/s]
 27%|██▋       | 63969/234119.0 [00:24<01:05, 2590.34it/s]
 27%|██▋       | 64235/234119.0 [00:24<01:05, 2610.67it/s]
 28%|██▊       | 64503/234119.0 [00:24<01:04, 2628.65it/s]
 28%|██▊       | 64767/234119.0 [00:25<01:04, 2630.13it/s]
 28%|██▊       | 65034/234119.0 [00:25<01:04, 2640.25it/s]
 28%|██▊       | 65299/234119.0 [00:25<01:03, 2641.84it/s]
 28%|██▊       | 65564/234119.0 [00:25<01:04, 2616.96it/s]
 28%|██▊       | 65826/234119.0 [00:25<01:07, 2503.33it/s]
 28%|██▊       | 66089/234119.0 [00:25<01:06, 2538.06it/s]
 28%|██▊       | 66357/234119.0 [00:25<01:05, 2577.28it/s]
 28%|██▊       | 66616/234119.0 [00:25<01:05, 2539.68it/s]
 29%|██▊       | 66878/234119.0 [00:25<01:05, 2562.85it/s]
 29%|██▊       | 67144/234119.0 [00:26<01:04, 2589.37it/s]
 29%|██▉       | 67411/234119.0 [00:26<01:03, 2611.63it/s]
 29%|██▉       | 67677/234119.0 [00:26<01:03, 2623.81it/s]
 29%|██▉       | 67942/234119.0 [00:26<01:03, 2629.83it/s]
 29%|██▉       | 68206/234119.0 [00:26<01:04, 2586.90it/s]
 29%|██▉       | 68465/234119.0 [00:26<01:06, 2495.43it/s]
 29%|██▉       | 68731/234119.0 [00:26<01:05, 2541.57it/s]
 29%|██▉       | 68997/234119.0 [00:26<01:04, 2575.32it/s]
 30%|██▉       | 69263/234119.0 [00:26<01:03, 2598.72it/s]
 30%|██▉       | 69529/234119.0 [00:26<01:02, 2614.43it/s]
 30%|██▉       | 69793/234119.0 [00:27<01:02, 2619.72it/s]
 30%|██▉       | 70056/234119.0 [00:27<01:02, 2606.99it/s]
 30%|███       | 70321/234119.0 [00:27<01:02, 2617.39it/s]
 30%|███       | 70587/234119.0 [00:27<01:02, 2628.83it/s]
 30%|███       | 70854/234119.0 [00:27<01:01, 2640.45it/s]
 30%|███       | 71119/234119.0 [00:27<01:04, 2523.00it/s]
 30%|███       | 71385/234119.0 [00:27<01:03, 2561.09it/s]
 31%|███       | 71653/234119.0 [00:27<01:02, 2593.84it/s]
 31%|███       | 71918/234119.0 [00:27<01:02, 2609.40it/s]
 31%|███       | 72184/234119.0 [00:27<01:01, 2622.03it/s]
 31%|███       | 72450/234119.0 [00:28<01:01, 2632.68it/s]
 31%|███       | 72717/234119.0 [00:28<01:01, 2641.05it/s]
 31%|███       | 72983/234119.0 [00:28<01:00, 2645.19it/s]
 31%|███▏      | 73248/234119.0 [00:28<01:00, 2643.80it/s]
 31%|███▏      | 73513/234119.0 [00:28<01:00, 2643.90it/s]
 32%|███▏      | 73778/234119.0 [00:28<01:03, 2527.58it/s]
 32%|███▏      | 74043/234119.0 [00:28<01:02, 2562.48it/s]
 32%|███▏      | 74301/234119.0 [00:28<01:02, 2563.72it/s]
 32%|███▏      | 74566/234119.0 [00:28<01:01, 2588.37it/s]
 32%|███▏      | 74833/234119.0 [00:28<01:01, 2610.00it/s]
 32%|███▏      | 75099/234119.0 [00:29<01:00, 2624.06it/s]
 32%|███▏      | 75365/234119.0 [00:29<01:00, 2634.69it/s]
 32%|███▏      | 75629/234119.0 [00:29<01:00, 2635.15it/s]
 32%|███▏      | 75895/234119.0 [00:29<00:59, 2642.56it/s]
 33%|███▎      | 76160/234119.0 [00:29<01:00, 2622.01it/s]
 33%|███▎      | 76423/234119.0 [00:29<01:02, 2506.41it/s]
 33%|███▎      | 76689/234119.0 [00:29<01:01, 2550.41it/s]
 33%|███▎      | 76956/234119.0 [00:29<01:00, 2583.88it/s]
 33%|███▎      | 77222/234119.0 [00:29<01:00, 2605.05it/s]
 33%|███▎      | 77487/234119.0 [00:29<00:59, 2615.78it/s]
 33%|███▎      | 77752/234119.0 [00:30<00:59, 2623.93it/s]
 33%|███▎      | 78017/234119.0 [00:30<00:59, 2631.65it/s]
 33%|███▎      | 78281/234119.0 [00:30<00:59, 2632.89it/s]
 34%|███▎      | 78545/234119.0 [00:30<00:59, 2634.89it/s]
 34%|███▎      | 78809/234119.0 [00:30<00:59, 2615.04it/s]
 34%|███▍      | 79071/234119.0 [00:30<01:01, 2513.12it/s]
 34%|███▍      | 79338/234119.0 [00:30<01:00, 2557.79it/s]
 34%|███▍      | 79604/234119.0 [00:30<00:59, 2587.47it/s]
 34%|███▍      | 79870/234119.0 [00:30<00:59, 2606.82it/s]
 34%|███▍      | 80137/234119.0 [00:31<00:58, 2623.92it/s]
 34%|███▍      | 80403/234119.0 [00:31<00:58, 2633.03it/s]
 34%|███▍      | 80670/234119.0 [00:31<00:58, 2643.91it/s]
 35%|███▍      | 80935/234119.0 [00:31<00:57, 2643.10it/s]
 35%|███▍      | 81202/234119.0 [00:31<00:57, 2648.52it/s]
 35%|███▍      | 81467/234119.0 [00:31<00:57, 2648.83it/s]
 35%|███▍      | 81732/234119.0 [00:31<01:00, 2535.18it/s]
 35%|███▌      | 81997/234119.0 [00:31<00:59, 2567.50it/s]
 35%|███▌      | 82262/234119.0 [00:31<00:58, 2590.25it/s]
 35%|███▌      | 82527/234119.0 [00:31<00:58, 2606.10it/s]
 35%|███▌      | 82789/234119.0 [00:32<00:58, 2591.24it/s]
 35%|███▌      | 83049/234119.0 [00:32<00:58, 2586.99it/s]
 36%|███▌      | 83315/234119.0 [00:32<00:57, 2608.45it/s]
 36%|███▌      | 83579/234119.0 [00:32<00:57, 2617.34it/s]
 36%|███▌      | 83846/234119.0 [00:32<00:57, 2631.74it/s]
 36%|███▌      | 84111/234119.0 [00:32<00:56, 2636.00it/s]
 36%|███▌      | 84375/234119.0 [00:32<00:59, 2521.48it/s]
 36%|███▌      | 84641/234119.0 [00:32<00:58, 2559.00it/s]
 36%|███▋      | 84907/234119.0 [00:32<00:57, 2586.32it/s]
 36%|███▋      | 85173/234119.0 [00:32<00:57, 2605.74it/s]
 36%|███▋      | 85438/234119.0 [00:33<00:56, 2617.53it/s]
 37%|███▋      | 85705/234119.0 [00:33<00:56, 2632.34it/s]
 37%|███▋      | 85971/234119.0 [00:33<00:56, 2639.37it/s]
 37%|███▋      | 86236/234119.0 [00:33<00:56, 2639.02it/s]
 37%|███▋      | 86502/234119.0 [00:33<00:55, 2639.50it/s]
 37%|███▋      | 86767/234119.0 [00:33<00:55, 2640.40it/s]
 37%|███▋      | 87032/234119.0 [00:33<00:58, 2530.03it/s]
 37%|███▋      | 87297/234119.0 [00:33<00:57, 2563.29it/s]
 37%|███▋      | 87555/234119.0 [00:33<00:57, 2566.89it/s]
 38%|███▊      | 87822/234119.0 [00:33<00:56, 2595.85it/s]
 38%|███▊      | 88089/234119.0 [00:34<00:55, 2617.26it/s]
 38%|███▊      | 88356/234119.0 [00:34<00:55, 2629.97it/s]
 38%|███▊      | 88621/234119.0 [00:34<00:55, 2634.39it/s]
 38%|███▊      | 88885/234119.0 [00:34<00:55, 2633.44it/s]
 38%|███▊      | 89150/234119.0 [00:34<00:54, 2637.61it/s]
 38%|███▊      | 89417/234119.0 [00:34<00:54, 2646.03it/s]
 38%|███▊      | 89682/234119.0 [00:34<00:56, 2544.64it/s]
 38%|███▊      | 89948/234119.0 [00:34<00:55, 2576.31it/s]
 39%|███▊      | 90213/234119.0 [00:34<00:55, 2597.45it/s]
 39%|███▊      | 90478/234119.0 [00:34<00:54, 2611.67it/s]
 39%|███▉      | 90740/234119.0 [00:35<01:09, 2055.41it/s]
 39%|███▉      | 90965/234119.0 [00:35<01:21, 1765.69it/s]
 39%|███▉      | 91225/234119.0 [00:35<01:13, 1957.32it/s]
 39%|███▉      | 91470/234119.0 [00:35<01:08, 2077.44it/s]
 39%|███▉      | 91694/234119.0 [00:35<01:07, 2109.82it/s]
 39%|███▉      | 91949/234119.0 [00:35<01:03, 2227.95it/s]
 39%|███▉      | 92213/234119.0 [00:35<01:00, 2341.38it/s]
 40%|███▉      | 92478/234119.0 [00:35<00:58, 2429.23it/s]
 40%|███▉      | 92741/234119.0 [00:36<00:56, 2484.79it/s]
 40%|███▉      | 93001/234119.0 [00:36<00:56, 2517.08it/s]
 40%|███▉      | 93265/234119.0 [00:36<00:55, 2552.16it/s]
 40%|███▉      | 93526/234119.0 [00:36<00:54, 2566.94it/s]
 40%|████      | 93785/234119.0 [00:36<00:55, 2520.35it/s]
 40%|████      | 94049/234119.0 [00:36<00:54, 2553.22it/s]
 40%|████      | 94306/234119.0 [00:36<00:56, 2457.46it/s]
 40%|████      | 94554/234119.0 [00:36<00:57, 2448.29it/s]
 40%|████      | 94816/234119.0 [00:36<00:55, 2497.29it/s]
 41%|████      | 95078/234119.0 [00:36<00:54, 2531.26it/s]
 41%|████      | 95339/234119.0 [00:37<00:54, 2554.45it/s]
 41%|████      | 95595/234119.0 [00:37<00:54, 2550.10it/s]
 41%|████      | 95857/234119.0 [00:37<00:53, 2568.32it/s]
 41%|████      | 96119/234119.0 [00:37<00:53, 2580.80it/s]
 41%|████      | 96378/234119.0 [00:37<00:53, 2573.55it/s]
 41%|████▏     | 96640/234119.0 [00:37<00:53, 2586.74it/s]
 41%|████▏     | 96899/234119.0 [00:37<00:55, 2478.04it/s]
 42%|████▏     | 97163/234119.0 [00:37<00:54, 2524.17it/s]
 42%|████▏     | 97425/234119.0 [00:37<00:53, 2551.67it/s]
 42%|████▏     | 97688/234119.0 [00:37<00:52, 2574.24it/s]
 42%|████▏     | 97951/234119.0 [00:38<00:52, 2589.77it/s]
 42%|████▏     | 98216/234119.0 [00:38<00:52, 2606.06it/s]
 42%|████▏     | 98480/234119.0 [00:38<00:51, 2615.19it/s]
 42%|████▏     | 98744/234119.0 [00:38<00:51, 2620.93it/s]
 42%|████▏     | 99007/234119.0 [00:38<00:51, 2622.44it/s]
 42%|████▏     | 99270/234119.0 [00:38<00:51, 2621.37it/s]
 43%|████▎     | 99533/234119.0 [00:38<00:53, 2499.13it/s]
 43%|████▎     | 99795/234119.0 [00:38<00:53, 2532.91it/s]
 43%|████▎     | 100057/234119.0 [00:38<00:52, 2555.58it/s]
 43%|████▎     | 100320/234119.0 [00:39<00:51, 2575.35it/s]
 43%|████▎     | 100581/234119.0 [00:39<00:51, 2584.22it/s]
 43%|████▎     | 100840/234119.0 [00:39<00:51, 2578.58it/s]
 43%|████▎     | 101099/234119.0 [00:39<00:51, 2581.49it/s]
 43%|████▎     | 101361/234119.0 [00:39<00:51, 2590.30it/s]
 43%|████▎     | 101624/234119.0 [00:39<00:50, 2599.43it/s]
 44%|████▎     | 101886/234119.0 [00:39<00:50, 2604.75it/s]
 44%|████▎     | 102147/234119.0 [00:39<00:53, 2488.05it/s]
 44%|████▎     | 102409/234119.0 [00:39<00:52, 2525.52it/s]
 44%|████▍     | 102673/234119.0 [00:39<00:51, 2558.58it/s]
 44%|████▍     | 102936/234119.0 [00:40<00:50, 2576.99it/s]
 44%|████▍     | 103199/234119.0 [00:40<00:50, 2590.74it/s]
 44%|████▍     | 103462/234119.0 [00:40<00:50, 2600.76it/s]
 44%|████▍     | 103723/234119.0 [00:40<00:50, 2598.13it/s]
 44%|████▍     | 103986/234119.0 [00:40<00:49, 2606.92it/s]
 45%|████▍     | 104248/234119.0 [00:40<00:49, 2608.15it/s]
 45%|████▍     | 104510/234119.0 [00:40<00:49, 2610.79it/s]
 45%|████▍     | 104772/234119.0 [00:40<00:51, 2492.51it/s]
 45%|████▍     | 105027/234119.0 [00:40<00:51, 2508.84it/s]
 45%|████▍     | 105290/234119.0 [00:40<00:50, 2541.74it/s]
 45%|████▌     | 105548/234119.0 [00:41<00:50, 2552.08it/s]
 45%|████▌     | 105811/234119.0 [00:41<00:49, 2574.25it/s]
 45%|████▌     | 106075/234119.0 [00:41<00:49, 2593.55it/s]
 45%|████▌     | 106335/234119.0 [00:41<00:49, 2594.77it/s]
 46%|████▌     | 106598/234119.0 [00:41<00:48, 2605.11it/s]
 46%|████▌     | 106859/234119.0 [00:41<00:49, 2571.06it/s]
 46%|████▌     | 107123/234119.0 [00:41<00:49, 2588.85it/s]
 46%|████▌     | 107383/234119.0 [00:41<00:51, 2484.06it/s]
 46%|████▌     | 107646/234119.0 [00:41<00:50, 2525.66it/s]
 46%|████▌     | 107901/234119.0 [00:41<00:49, 2532.29it/s]
 46%|████▌     | 108162/234119.0 [00:42<00:49, 2553.07it/s]
 46%|████▋     | 108426/234119.0 [00:42<00:48, 2577.06it/s]
 46%|████▋     | 108689/234119.0 [00:42<00:48, 2590.72it/s]
 47%|████▋     | 108950/234119.0 [00:42<00:48, 2593.74it/s]
 47%|████▋     | 109211/234119.0 [00:42<00:48, 2596.51it/s]
 47%|████▋     | 109471/234119.0 [00:42<00:48, 2585.31it/s]
 47%|████▋     | 109730/234119.0 [00:42<00:48, 2586.10it/s]
 47%|████▋     | 109989/234119.0 [00:42<00:50, 2481.44it/s]
 47%|████▋     | 110251/234119.0 [00:42<00:49, 2521.37it/s]
 47%|████▋     | 110514/234119.0 [00:42<00:48, 2550.44it/s]
 47%|████▋     | 110776/234119.0 [00:43<00:47, 2569.71it/s]
 47%|████▋     | 111039/234119.0 [00:43<00:47, 2587.29it/s]
 48%|████▊     | 111302/234119.0 [00:43<00:47, 2599.52it/s]
 48%|████▊     | 111565/234119.0 [00:43<00:47, 2606.21it/s]
 48%|████▊     | 111830/234119.0 [00:43<00:46, 2617.28it/s]
 48%|████▊     | 112094/234119.0 [00:43<00:46, 2621.38it/s]
 48%|████▊     | 112357/234119.0 [00:43<00:46, 2621.55it/s]
 48%|████▊     | 112620/234119.0 [00:43<00:48, 2510.38it/s]
 48%|████▊     | 112882/234119.0 [00:43<00:47, 2540.55it/s]
 48%|████▊     | 113145/234119.0 [00:44<00:47, 2563.97it/s]
 48%|████▊     | 113406/234119.0 [00:44<00:46, 2576.21it/s]
 49%|████▊     | 113665/234119.0 [00:44<00:46, 2569.71it/s]
 49%|████▊     | 113926/234119.0 [00:44<00:46, 2579.06it/s]
 49%|████▉     | 114186/234119.0 [00:44<00:46, 2584.69it/s]
 49%|████▉     | 114448/234119.0 [00:44<00:46, 2594.51it/s]
 49%|████▉     | 114711/234119.0 [00:44<00:45, 2602.41it/s]
 49%|████▉     | 114975/234119.0 [00:44<00:45, 2612.16it/s]
 49%|████▉     | 115237/234119.0 [00:44<00:47, 2501.40it/s]
 49%|████▉     | 115499/234119.0 [00:44<00:46, 2535.07it/s]
 49%|████▉     | 115761/234119.0 [00:45<00:46, 2558.49it/s]
 50%|████▉     | 116025/234119.0 [00:45<00:45, 2580.41it/s]
 50%|████▉     | 116288/234119.0 [00:45<00:45, 2593.97it/s]
 50%|████▉     | 116550/234119.0 [00:45<00:45, 2600.00it/s]
 50%|████▉     | 116811/234119.0 [00:45<00:45, 2602.59it/s]
 50%|█████     | 117073/234119.0 [00:45<00:44, 2607.34it/s]
 50%|█████     | 117335/234119.0 [00:45<00:44, 2608.62it/s]
 50%|█████     | 117596/234119.0 [00:45<00:44, 2605.68it/s]
 50%|█████     | 117857/234119.0 [00:45<00:46, 2477.19it/s]
 50%|█████     | 118119/234119.0 [00:45<00:46, 2516.48it/s]
 51%|█████     | 118379/234119.0 [00:46<00:45, 2540.11it/s]
 51%|█████     | 118643/234119.0 [00:46<00:44, 2567.24it/s]
 51%|█████     | 118907/234119.0 [00:46<00:44, 2586.92it/s]
 51%|█████     | 119170/234119.0 [00:46<00:44, 2597.64it/s]
 51%|█████     | 119433/234119.0 [00:46<00:43, 2606.67it/s]
 51%|█████     | 119695/234119.0 [00:46<00:43, 2608.82it/s]
 51%|█████     | 119957/234119.0 [00:46<00:43, 2610.83it/s]
 51%|█████▏    | 120220/234119.0 [00:46<00:43, 2613.63it/s]
 51%|█████▏    | 120482/234119.0 [00:46<00:45, 2503.02it/s]
 52%|█████▏    | 120746/234119.0 [00:46<00:44, 2541.05it/s]
 52%|█████▏    | 121006/234119.0 [00:47<00:44, 2556.73it/s]
 52%|█████▏    | 121269/234119.0 [00:47<00:43, 2576.94it/s]
 52%|█████▏    | 121533/234119.0 [00:47<00:43, 2593.22it/s]
 52%|█████▏    | 121795/234119.0 [00:47<00:43, 2598.39it/s]
 52%|█████▏    | 122056/234119.0 [00:47<00:43, 2583.02it/s]
 52%|█████▏    | 122315/234119.0 [00:47<00:43, 2566.39it/s]
 52%|█████▏    | 122572/234119.0 [00:47<01:10, 1579.20it/s]
 52%|█████▏    | 122835/234119.0 [00:47<01:01, 1795.61it/s]
 53%|█████▎    | 123096/234119.0 [00:48<00:56, 1981.12it/s]
 53%|█████▎    | 123330/234119.0 [00:48<00:59, 1855.09it/s]
 53%|█████▎    | 123574/234119.0 [00:48<00:55, 1994.63it/s]
 53%|█████▎    | 123838/234119.0 [00:48<00:51, 2158.93it/s]
 53%|█████▎    | 124103/234119.0 [00:48<00:48, 2288.42it/s]
 53%|█████▎    | 124369/234119.0 [00:48<00:45, 2389.12it/s]
 53%|█████▎    | 124635/234119.0 [00:48<00:44, 2465.22it/s]
 53%|█████▎    | 124899/234119.0 [00:48<00:43, 2513.48it/s]
 53%|█████▎    | 125157/234119.0 [00:48<00:44, 2441.58it/s]
 54%|█████▎    | 125420/234119.0 [00:49<00:43, 2495.40it/s]
 54%|█████▎    | 125684/234119.0 [00:49<00:42, 2537.18it/s]
 54%|█████▍    | 125948/234119.0 [00:49<00:42, 2567.18it/s]
 54%|█████▍    | 126209/234119.0 [00:49<00:41, 2578.45it/s]
 54%|█████▍    | 126469/234119.0 [00:49<00:41, 2575.21it/s]
 54%|█████▍    | 126731/234119.0 [00:49<00:41, 2588.27it/s]
 54%|█████▍    | 126996/234119.0 [00:49<00:41, 2604.08it/s]
 54%|█████▍    | 127261/234119.0 [00:49<00:40, 2617.41it/s]
 54%|█████▍    | 127526/234119.0 [00:49<00:40, 2624.82it/s]
 55%|█████▍    | 127789/234119.0 [00:49<00:42, 2529.32it/s]
 55%|█████▍    | 128054/234119.0 [00:50<00:41, 2561.95it/s]
 55%|█████▍    | 128319/234119.0 [00:50<00:40, 2585.89it/s]
 55%|█████▍    | 128585/234119.0 [00:50<00:40, 2606.18it/s]
 55%|█████▌    | 128851/234119.0 [00:50<00:40, 2619.88it/s]
 55%|█████▌    | 129116/234119.0 [00:50<00:39, 2626.22it/s]
 55%|█████▌    | 129381/234119.0 [00:50<00:39, 2632.79it/s]
 55%|█████▌    | 129645/234119.0 [00:50<00:39, 2634.40it/s]
 55%|█████▌    | 129909/234119.0 [00:50<00:39, 2633.89it/s]
 56%|█████▌    | 130173/234119.0 [00:50<00:39, 2630.59it/s]
 56%|█████▌    | 130437/234119.0 [00:50<00:41, 2528.51it/s]
 56%|█████▌    | 130693/234119.0 [00:51<00:40, 2536.86it/s]
 56%|█████▌    | 130956/234119.0 [00:51<00:40, 2563.84it/s]
 56%|█████▌    | 131220/234119.0 [00:51<00:39, 2585.04it/s]
 56%|█████▌    | 131486/234119.0 [00:51<00:39, 2606.94it/s]
 56%|█████▋    | 131750/234119.0 [00:51<00:39, 2614.03it/s]
 56%|█████▋    | 132015/234119.0 [00:51<00:38, 2622.47it/s]
 57%|█████▋    | 132281/234119.0 [00:51<00:38, 2633.65it/s]
 57%|█████▋    | 132547/234119.0 [00:51<00:38, 2638.89it/s]
 57%|█████▋    | 132813/234119.0 [00:51<00:38, 2643.65it/s]
 57%|█████▋    | 133078/234119.0 [00:51<00:40, 2513.12it/s]
 57%|█████▋    | 133344/234119.0 [00:52<00:39, 2553.82it/s]
 57%|█████▋    | 133610/234119.0 [00:52<00:38, 2584.40it/s]
 57%|█████▋    | 133874/234119.0 [00:52<00:38, 2598.56it/s]
 57%|█████▋    | 134138/234119.0 [00:52<00:38, 2608.72it/s]
 57%|█████▋    | 134401/234119.0 [00:52<00:38, 2614.51it/s]
 58%|█████▊    | 134666/234119.0 [00:52<00:37, 2622.62it/s]
 58%|█████▊    | 134929/234119.0 [00:52<00:37, 2621.12it/s]
 58%|█████▊    | 135192/234119.0 [00:52<00:38, 2603.06it/s]
 58%|█████▊    | 135457/234119.0 [00:52<00:37, 2615.27it/s]
 58%|█████▊    | 135719/234119.0 [00:53<00:38, 2524.68it/s]
 58%|█████▊    | 135986/234119.0 [00:53<00:38, 2564.96it/s]
 58%|█████▊    | 136253/234119.0 [00:53<00:37, 2593.79it/s]
 58%|█████▊    | 136519/234119.0 [00:53<00:37, 2611.96it/s]
 58%|█████▊    | 136785/234119.0 [00:53<00:37, 2624.22it/s]
 59%|█████▊    | 137050/234119.0 [00:53<00:36, 2630.82it/s]
 59%|█████▊    | 137314/234119.0 [00:53<00:37, 2604.23it/s]
 59%|█████▉    | 137581/234119.0 [00:53<00:36, 2621.62it/s]
 59%|█████▉    | 137847/234119.0 [00:53<00:36, 2630.98it/s]
 59%|█████▉    | 138113/234119.0 [00:53<00:36, 2638.26it/s]
 59%|█████▉    | 138377/234119.0 [00:54<00:37, 2535.22it/s]
 59%|█████▉    | 138641/234119.0 [00:54<00:37, 2562.96it/s]
 59%|█████▉    | 138906/234119.0 [00:54<00:36, 2585.81it/s]
 59%|█████▉    | 139170/234119.0 [00:54<00:36, 2599.10it/s]
 60%|█████▉    | 139434/234119.0 [00:54<00:36, 2609.46it/s]
 60%|█████▉    | 139696/234119.0 [00:54<00:36, 2598.49it/s]
 60%|█████▉    | 139961/234119.0 [00:54<00:36, 2612.18it/s]
 60%|█████▉    | 140229/234119.0 [00:54<00:35, 2629.61it/s]
 60%|██████    | 140495/234119.0 [00:54<00:35, 2636.80it/s]
 60%|██████    | 140762/234119.0 [00:54<00:35, 2644.53it/s]
 60%|██████    | 141027/234119.0 [00:55<00:36, 2541.42it/s]
 60%|██████    | 141293/234119.0 [00:55<00:36, 2575.73it/s]
 60%|██████    | 141559/234119.0 [00:55<00:35, 2599.33it/s]
 61%|██████    | 141824/234119.0 [00:55<00:35, 2612.24it/s]
 61%|██████    | 142091/234119.0 [00:55<00:35, 2626.53it/s]
 61%|██████    | 142354/234119.0 [00:55<00:35, 2606.60it/s]
 61%|██████    | 142615/234119.0 [00:55<00:46, 1965.38it/s]
 61%|██████    | 142835/234119.0 [00:55<00:46, 1961.30it/s]
 61%|██████    | 143059/234119.0 [00:55<00:44, 2029.59it/s]
 61%|██████    | 143323/234119.0 [00:56<00:41, 2188.62it/s]
 61%|██████▏   | 143586/234119.0 [00:56<00:39, 2307.22it/s]
 61%|██████▏   | 143850/234119.0 [00:56<00:37, 2398.00it/s]
 62%|██████▏   | 144106/234119.0 [00:56<00:36, 2444.07it/s]
 62%|██████▏   | 144371/234119.0 [00:56<00:35, 2503.44it/s]
 62%|██████▏   | 144639/234119.0 [00:56<00:35, 2552.93it/s]
 62%|██████▏   | 144901/234119.0 [00:56<00:34, 2570.29it/s]
 62%|██████▏   | 145167/234119.0 [00:56<00:34, 2596.61it/s]
 62%|██████▏   | 145434/234119.0 [00:56<00:33, 2617.12it/s]
 62%|██████▏   | 145697/234119.0 [00:56<00:35, 2522.29it/s]
 62%|██████▏   | 145963/234119.0 [00:57<00:34, 2561.25it/s]
 62%|██████▏   | 146228/234119.0 [00:57<00:33, 2586.30it/s]
 63%|██████▎   | 146493/234119.0 [00:57<00:33, 2604.90it/s]
 63%|██████▎   | 146757/234119.0 [00:57<00:33, 2612.53it/s]
 63%|██████▎   | 147022/234119.0 [00:57<00:33, 2623.49it/s]
 63%|██████▎   | 147287/234119.0 [00:57<00:33, 2629.38it/s]
 63%|██████▎   | 147551/234119.0 [00:57<00:32, 2627.69it/s]
 63%|██████▎   | 147814/234119.0 [00:57<00:32, 2626.71it/s]
 63%|██████▎   | 148079/234119.0 [00:57<00:32, 2631.07it/s]
 63%|██████▎   | 148343/234119.0 [00:58<00:33, 2524.39it/s]
 63%|██████▎   | 148601/234119.0 [00:58<00:33, 2539.26it/s]
 64%|██████▎   | 148869/234119.0 [00:58<00:33, 2580.22it/s]
 64%|██████▎   | 149137/234119.0 [00:58<00:32, 2607.45it/s]
 64%|██████▍   | 149402/234119.0 [00:58<00:32, 2617.35it/s]
 64%|██████▍   | 149668/234119.0 [00:58<00:32, 2627.26it/s]
 64%|██████▍   | 149934/234119.0 [00:58<00:31, 2635.31it/s]
 64%|██████▍   | 150199/234119.0 [00:58<00:31, 2639.14it/s]
 64%|██████▍   | 150466/234119.0 [00:58<00:31, 2646.10it/s]
 64%|██████▍   | 150731/234119.0 [00:58<00:31, 2646.96it/s]
 64%|██████▍   | 150996/234119.0 [00:59<00:32, 2539.46it/s]
 65%|██████▍   | 151261/234119.0 [00:59<00:32, 2571.23it/s]
 65%|██████▍   | 151527/234119.0 [00:59<00:31, 2596.21it/s]
 65%|██████▍   | 151790/234119.0 [00:59<00:31, 2604.10it/s]
 65%|██████▍   | 152052/234119.0 [00:59<00:31, 2608.52it/s]
 65%|██████▌   | 152316/234119.0 [00:59<00:31, 2616.70it/s]
 65%|██████▌   | 152578/234119.0 [00:59<00:31, 2589.70it/s]
 65%|██████▌   | 152838/234119.0 [00:59<00:31, 2580.85it/s]
 65%|██████▌   | 153103/234119.0 [00:59<00:31, 2601.08it/s]
 66%|██████▌   | 153371/234119.0 [00:59<00:30, 2623.01it/s]
 66%|██████▌   | 153634/234119.0 [01:00<00:34, 2358.80it/s]
 66%|██████▌   | 153875/234119.0 [01:00<00:34, 2293.61it/s]
 66%|██████▌   | 154138/234119.0 [01:00<00:33, 2386.63it/s]
 66%|██████▌   | 154402/234119.0 [01:00<00:32, 2456.22it/s]
 66%|██████▌   | 154668/234119.0 [01:00<00:31, 2513.63it/s]
 66%|██████▌   | 154932/234119.0 [01:00<00:31, 2548.39it/s]
 66%|██████▋   | 155198/234119.0 [01:00<00:30, 2580.55it/s]
 66%|██████▋   | 155464/234119.0 [01:00<00:30, 2601.44it/s]
 67%|██████▋   | 155731/234119.0 [01:00<00:29, 2619.93it/s]
 67%|██████▋   | 155997/234119.0 [01:00<00:29, 2630.68it/s]
 67%|██████▋   | 156261/234119.0 [01:01<00:31, 2511.53it/s]
 67%|██████▋   | 156526/234119.0 [01:01<00:30, 2549.57it/s]
 67%|██████▋   | 156791/234119.0 [01:01<00:30, 2577.20it/s]
 67%|██████▋   | 157055/234119.0 [01:01<00:29, 2593.29it/s]
 67%|██████▋   | 157315/234119.0 [01:01<00:29, 2584.42it/s]
 67%|██████▋   | 157579/234119.0 [01:01<00:29, 2600.39it/s]
 67%|██████▋   | 157845/234119.0 [01:01<00:29, 2616.42it/s]
 68%|██████▊   | 158111/234119.0 [01:01<00:28, 2629.00it/s]
 68%|██████▊   | 158375/234119.0 [01:01<00:28, 2632.15it/s]
 68%|██████▊   | 158639/234119.0 [01:02<00:28, 2614.23it/s]
 68%|██████▊   | 158901/234119.0 [01:02<00:29, 2512.98it/s]
 68%|██████▊   | 159169/234119.0 [01:02<00:29, 2558.37it/s]
 68%|██████▊   | 159432/234119.0 [01:02<00:28, 2578.66it/s]
 68%|██████▊   | 159699/234119.0 [01:02<00:28, 2603.11it/s]
 68%|██████▊   | 159966/234119.0 [01:02<00:28, 2621.02it/s]
 68%|██████▊   | 160232/234119.0 [01:02<00:28, 2631.08it/s]
 69%|██████▊   | 160496/234119.0 [01:02<00:27, 2630.01it/s]
 69%|██████▊   | 160761/234119.0 [01:02<00:27, 2634.93it/s]
 69%|██████▉   | 161026/234119.0 [01:02<00:27, 2638.60it/s]
 69%|██████▉   | 161293/234119.0 [01:03<00:27, 2647.60it/s]
 69%|██████▉   | 161558/234119.0 [01:03<00:28, 2517.08it/s]
 69%|██████▉   | 161822/234119.0 [01:03<00:28, 2550.92it/s]
 69%|██████▉   | 162086/234119.0 [01:03<00:27, 2574.69it/s]
 69%|██████▉   | 162352/234119.0 [01:03<00:27, 2599.58it/s]
 69%|██████▉   | 162618/234119.0 [01:03<00:27, 2614.94it/s]
 70%|██████▉   | 162883/234119.0 [01:03<00:27, 2623.82it/s]
 70%|██████▉   | 163148/234119.0 [01:03<00:26, 2629.77it/s]
 70%|██████▉   | 163414/234119.0 [01:03<00:26, 2638.65it/s]
 70%|██████▉   | 163680/234119.0 [01:03<00:26, 2643.97it/s]
 70%|███████   | 163946/234119.0 [01:04<00:26, 2644.64it/s]
 70%|███████   | 164211/234119.0 [01:04<00:27, 2547.04it/s]
 70%|███████   | 164478/234119.0 [01:04<00:26, 2580.54it/s]
 70%|███████   | 164744/234119.0 [01:04<00:26, 2602.61it/s]
 70%|███████   | 165010/234119.0 [01:04<00:26, 2617.64it/s]
 71%|███████   | 165274/234119.0 [01:04<00:26, 2621.58it/s]
 71%|███████   | 165541/234119.0 [01:04<00:26, 2634.56it/s]
 71%|███████   | 165805/234119.0 [01:04<00:25, 2634.48it/s]
 71%|███████   | 166069/234119.0 [01:04<00:26, 2616.43it/s]
 71%|███████   | 166331/234119.0 [01:04<00:26, 2578.65it/s]
 71%|███████   | 166596/234119.0 [01:05<00:25, 2598.15it/s]
 71%|███████▏  | 166856/234119.0 [01:05<00:26, 2517.05it/s]
 71%|███████▏  | 167121/234119.0 [01:05<00:26, 2553.84it/s]
 71%|███████▏  | 167386/234119.0 [01:05<00:25, 2579.75it/s]
 72%|███████▏  | 167649/234119.0 [01:05<00:25, 2593.32it/s]
 72%|███████▏  | 167916/234119.0 [01:05<00:25, 2613.89it/s]
 72%|███████▏  | 168178/234119.0 [01:05<00:25, 2599.18it/s]
 72%|███████▏  | 168441/234119.0 [01:05<00:25, 2607.08it/s]
 72%|███████▏  | 168707/234119.0 [01:05<00:24, 2619.99it/s]
 72%|███████▏  | 168973/234119.0 [01:05<00:24, 2630.73it/s]
 72%|███████▏  | 169238/234119.0 [01:06<00:24, 2634.20it/s]
 72%|███████▏  | 169502/234119.0 [01:06<00:25, 2534.09it/s]
 73%|███████▎  | 169768/234119.0 [01:06<00:25, 2569.14it/s]
 73%|███████▎  | 170033/234119.0 [01:06<00:24, 2591.44it/s]
 73%|███████▎  | 170293/234119.0 [01:06<00:24, 2581.40it/s]
 73%|███████▎  | 170557/234119.0 [01:06<00:24, 2598.26it/s]
 73%|███████▎  | 170823/234119.0 [01:06<00:24, 2615.48it/s]
 73%|███████▎  | 171089/234119.0 [01:06<00:23, 2626.69it/s]
 73%|███████▎  | 171354/234119.0 [01:06<00:23, 2633.56it/s]
 73%|███████▎  | 171619/234119.0 [01:06<00:23, 2637.42it/s]
 73%|███████▎  | 171883/234119.0 [01:07<00:23, 2633.19it/s]
 74%|███████▎  | 172147/234119.0 [01:07<00:24, 2527.70it/s]
 74%|███████▎  | 172412/234119.0 [01:07<00:24, 2562.73it/s]
 74%|███████▍  | 172677/234119.0 [01:07<00:23, 2587.09it/s]
 74%|███████▍  | 172941/234119.0 [01:07<00:23, 2602.54it/s]
 74%|███████▍  | 173206/234119.0 [01:07<00:23, 2615.88it/s]
 74%|███████▍  | 173472/234119.0 [01:07<00:23, 2629.00it/s]
 74%|███████▍  | 173737/234119.0 [01:07<00:22, 2634.56it/s]
 74%|███████▍  | 174004/234119.0 [01:07<00:22, 2642.32it/s]
 74%|███████▍  | 174269/234119.0 [01:08<00:22, 2643.90it/s]
 75%|███████▍  | 174534/234119.0 [01:08<00:22, 2615.24it/s]
 75%|███████▍  | 174796/234119.0 [01:08<00:23, 2515.70it/s]
 75%|███████▍  | 175060/234119.0 [01:08<00:23, 2549.47it/s]
 75%|███████▍  | 175324/234119.0 [01:08<00:22, 2575.55it/s]
 75%|███████▍  | 175589/234119.0 [01:08<00:22, 2595.61it/s]
 75%|███████▌  | 175854/234119.0 [01:08<00:22, 2609.80it/s]
 75%|███████▌  | 176118/234119.0 [01:08<00:22, 2618.54it/s]
 75%|███████▌  | 176384/234119.0 [01:08<00:21, 2629.32it/s]
 75%|███████▌  | 176651/234119.0 [01:08<00:21, 2641.02it/s]
 76%|███████▌  | 176918/234119.0 [01:09<00:21, 2648.74it/s]
 76%|███████▌  | 177183/234119.0 [01:09<00:21, 2640.68it/s]
 76%|███████▌  | 177448/234119.0 [01:09<00:22, 2536.07it/s]
 76%|███████▌  | 177711/234119.0 [01:09<00:22, 2561.98it/s]
 76%|███████▌  | 177976/234119.0 [01:09<00:21, 2585.05it/s]
 76%|███████▌  | 178240/234119.0 [01:09<00:21, 2598.81it/s]
 76%|███████▌  | 178505/234119.0 [01:09<00:21, 2611.20it/s]
 76%|███████▋  | 178767/234119.0 [01:09<00:21, 2597.32it/s]
 76%|███████▋  | 179030/234119.0 [01:09<00:21, 2605.53it/s]
 77%|███████▋  | 179296/234119.0 [01:09<00:20, 2619.82it/s]
 77%|███████▋  | 179560/234119.0 [01:10<00:20, 2625.04it/s]
 77%|███████▋  | 179825/234119.0 [01:10<00:20, 2631.57it/s]
 77%|███████▋  | 180089/234119.0 [01:10<00:21, 2522.30it/s]
 77%|███████▋  | 180352/234119.0 [01:10<00:21, 2552.40it/s]
 77%|███████▋  | 180616/234119.0 [01:10<00:20, 2577.79it/s]
 77%|███████▋  | 180881/234119.0 [01:10<00:20, 2597.59it/s]
 77%|███████▋  | 181148/234119.0 [01:10<00:20, 2616.72it/s]
 77%|███████▋  | 181413/234119.0 [01:10<00:20, 2625.13it/s]
 78%|███████▊  | 181677/234119.0 [01:10<00:19, 2629.18it/s]
 78%|███████▊  | 181942/234119.0 [01:10<00:19, 2633.70it/s]
 78%|███████▊  | 182208/234119.0 [01:11<00:19, 2638.63it/s]
 78%|███████▊  | 182472/234119.0 [01:11<00:19, 2634.99it/s]
 78%|███████▊  | 182736/234119.0 [01:11<00:20, 2499.33it/s]
 78%|███████▊  | 182999/234119.0 [01:11<00:20, 2536.76it/s]
 78%|███████▊  | 183261/234119.0 [01:11<00:19, 2560.87it/s]
 78%|███████▊  | 183525/234119.0 [01:11<00:19, 2583.62it/s]
 79%|███████▊  | 183785/234119.0 [01:11<00:19, 2574.67it/s]
 79%|███████▊  | 184051/234119.0 [01:11<00:19, 2598.81it/s]
 79%|███████▊  | 184316/234119.0 [01:11<00:19, 2613.59it/s]
 79%|███████▉  | 184578/234119.0 [01:11<00:19, 2605.41it/s]
 79%|███████▉  | 184843/234119.0 [01:12<00:18, 2617.67it/s]
 79%|███████▉  | 185108/234119.0 [01:12<00:18, 2626.86it/s]
 79%|███████▉  | 185371/234119.0 [01:12<00:19, 2523.73it/s]
 79%|███████▉  | 185637/234119.0 [01:12<00:18, 2561.08it/s]
 79%|███████▉  | 185900/234119.0 [01:12<00:18, 2581.02it/s]
 80%|███████▉  | 186165/234119.0 [01:12<00:18, 2600.38it/s]
 80%|███████▉  | 186426/234119.0 [01:12<00:19, 2508.03it/s]
 80%|███████▉  | 186689/234119.0 [01:12<00:18, 2542.43it/s]
 80%|███████▉  | 186945/234119.0 [01:12<00:18, 2517.93it/s]
 80%|███████▉  | 187209/234119.0 [01:13<00:18, 2553.37it/s]
 80%|████████  | 187473/234119.0 [01:13<00:18, 2576.17it/s]
 80%|████████  | 187739/234119.0 [01:13<00:17, 2598.12it/s]
 80%|████████  | 188000/234119.0 [01:13<00:18, 2501.53it/s]
 80%|████████  | 188267/234119.0 [01:13<00:17, 2549.53it/s]
 81%|████████  | 188532/234119.0 [01:13<00:17, 2576.69it/s]
 81%|████████  | 188798/234119.0 [01:13<00:17, 2599.29it/s]
 81%|████████  | 189065/234119.0 [01:13<00:17, 2620.01it/s]
 81%|████████  | 189331/234119.0 [01:13<00:17, 2631.68it/s]
 81%|████████  | 189597/234119.0 [01:13<00:16, 2637.80it/s]
 81%|████████  | 189864/234119.0 [01:14<00:16, 2644.78it/s]
 81%|████████  | 190129/234119.0 [01:14<00:16, 2638.86it/s]
 81%|████████▏ | 190394/234119.0 [01:14<00:16, 2639.67it/s]
 81%|████████▏ | 190659/234119.0 [01:14<00:17, 2497.67it/s]
 82%|████████▏ | 190922/234119.0 [01:14<00:17, 2535.07it/s]
 82%|████████▏ | 191185/234119.0 [01:14<00:16, 2561.58it/s]
 82%|████████▏ | 191450/234119.0 [01:14<00:16, 2585.34it/s]
 82%|████████▏ | 191716/234119.0 [01:14<00:16, 2605.02it/s]
 82%|████████▏ | 191979/234119.0 [01:14<00:16, 2612.26it/s]
 82%|████████▏ | 192246/234119.0 [01:14<00:15, 2627.78it/s]
 82%|████████▏ | 192510/234119.0 [01:15<00:15, 2630.14it/s]
 82%|████████▏ | 192776/234119.0 [01:15<00:15, 2637.65it/s]
 82%|████████▏ | 193044/234119.0 [01:15<00:15, 2647.69it/s]
 83%|████████▎ | 193309/234119.0 [01:15<00:16, 2465.82it/s]
 83%|████████▎ | 193574/234119.0 [01:15<00:16, 2516.20it/s]
 83%|████████▎ | 193839/234119.0 [01:15<00:15, 2553.99it/s]
 83%|████████▎ | 194104/234119.0 [01:15<00:15, 2581.85it/s]
 83%|████████▎ | 194369/234119.0 [01:15<00:15, 2600.48it/s]
 83%|████████▎ | 194630/234119.0 [01:15<00:15, 2583.19it/s]
 83%|████████▎ | 194891/234119.0 [01:15<00:15, 2588.56it/s]
 83%|████████▎ | 195155/234119.0 [01:16<00:14, 2602.50it/s]
 83%|████████▎ | 195419/234119.0 [01:16<00:14, 2610.80it/s]
 84%|████████▎ | 195683/234119.0 [01:16<00:14, 2618.28it/s]
 84%|████████▎ | 195945/234119.0 [01:16<00:15, 2506.17it/s]
 84%|████████▍ | 196208/234119.0 [01:16<00:14, 2541.11it/s]
 84%|████████▍ | 196474/234119.0 [01:16<00:14, 2574.77it/s]
 84%|████████▍ | 196740/234119.0 [01:16<00:14, 2598.41it/s]
 84%|████████▍ | 197007/234119.0 [01:16<00:14, 2618.75it/s]
 84%|████████▍ | 197273/234119.0 [01:16<00:14, 2628.84it/s]
 84%|████████▍ | 197541/234119.0 [01:16<00:13, 2641.44it/s]
 84%|████████▍ | 197806/234119.0 [01:17<00:13, 2640.51it/s]
 85%|████████▍ | 198071/234119.0 [01:17<00:13, 2633.61it/s]
 85%|████████▍ | 198335/234119.0 [01:17<00:13, 2607.69it/s]
 85%|████████▍ | 198596/234119.0 [01:17<00:14, 2502.57it/s]
 85%|████████▍ | 198859/234119.0 [01:17<00:13, 2537.37it/s]
 85%|████████▌ | 199123/234119.0 [01:17<00:13, 2566.53it/s]
 85%|████████▌ | 199381/234119.0 [01:17<00:13, 2562.89it/s]
 85%|████████▌ | 199645/234119.0 [01:17<00:13, 2585.02it/s]
 85%|████████▌ | 199910/234119.0 [01:17<00:13, 2603.42it/s]
 86%|████████▌ | 200178/234119.0 [01:18<00:12, 2623.64it/s]
 86%|████████▌ | 200444/234119.0 [01:18<00:12, 2632.01it/s]
 86%|████████▌ | 200710/234119.0 [01:18<00:12, 2639.59it/s]
 86%|████████▌ | 200975/234119.0 [01:18<00:12, 2641.46it/s]
 86%|████████▌ | 201240/234119.0 [01:18<00:12, 2530.22it/s]
 86%|████████▌ | 201503/234119.0 [01:18<00:12, 2557.52it/s]
 86%|████████▌ | 201766/234119.0 [01:18<00:12, 2577.94it/s]
 86%|████████▋ | 202025/234119.0 [01:18<00:12, 2571.81it/s]
 86%|████████▋ | 202286/234119.0 [01:18<00:12, 2582.85it/s]
 87%|████████▋ | 202550/234119.0 [01:18<00:12, 2598.34it/s]
 87%|████████▋ | 202816/234119.0 [01:19<00:11, 2615.07it/s]
 87%|████████▋ | 203082/234119.0 [01:19<00:11, 2626.26it/s]
 87%|████████▋ | 203346/234119.0 [01:19<00:11, 2628.45it/s]
 87%|████████▋ | 203609/234119.0 [01:19<00:11, 2628.81it/s]
 87%|████████▋ | 203872/234119.0 [01:19<00:11, 2523.93it/s]
 87%|████████▋ | 204136/234119.0 [01:19<00:11, 2556.96it/s]
 87%|████████▋ | 204403/234119.0 [01:19<00:11, 2589.78it/s]
 87%|████████▋ | 204669/234119.0 [01:19<00:11, 2609.16it/s]
 88%|████████▊ | 204932/234119.0 [01:19<00:11, 2614.32it/s]
 88%|████████▊ | 205197/234119.0 [01:19<00:11, 2622.75it/s]
 88%|████████▊ | 205460/234119.0 [01:20<00:11, 2601.35it/s]
 88%|████████▊ | 205725/234119.0 [01:20<00:10, 2614.19it/s]
 88%|████████▊ | 205988/234119.0 [01:20<00:10, 2618.76it/s]
 88%|████████▊ | 206253/234119.0 [01:20<00:10, 2625.41it/s]
 88%|████████▊ | 206516/234119.0 [01:20<00:10, 2516.03it/s]
 88%|████████▊ | 206780/234119.0 [01:20<00:10, 2549.88it/s]
 88%|████████▊ | 207046/234119.0 [01:20<00:10, 2580.89it/s]
 89%|████████▊ | 207311/234119.0 [01:20<00:10, 2600.69it/s]
 89%|████████▊ | 207575/234119.0 [01:20<00:10, 2610.50it/s]
 89%|████████▉ | 207840/234119.0 [01:20<00:10, 2621.51it/s]
 89%|████████▉ | 208104/234119.0 [01:21<00:09, 2626.16it/s]
 89%|████████▉ | 208369/234119.0 [01:21<00:09, 2632.05it/s]
 89%|████████▉ | 208633/234119.0 [01:21<00:09, 2628.92it/s]
 89%|████████▉ | 208896/234119.0 [01:21<00:09, 2600.69it/s]
 89%|████████▉ | 209157/234119.0 [01:21<00:10, 2494.58it/s]
 89%|████████▉ | 209420/234119.0 [01:21<00:09, 2530.83it/s]
 90%|████████▉ | 209686/234119.0 [01:21<00:09, 2567.71it/s]
 90%|████████▉ | 209952/234119.0 [01:21<00:09, 2592.77it/s]
 90%|████████▉ | 210216/234119.0 [01:21<00:09, 2604.81it/s]
 90%|████████▉ | 210477/234119.0 [01:21<00:09, 2586.78it/s]
 90%|█████████ | 210743/234119.0 [01:22<00:08, 2606.19it/s]
 90%|█████████ | 211007/234119.0 [01:22<00:08, 2614.35it/s]
 90%|█████████ | 211271/234119.0 [01:22<00:08, 2620.86it/s]
 90%|█████████ | 211534/234119.0 [01:22<00:08, 2511.59it/s]
 90%|█████████ | 211797/234119.0 [01:22<00:08, 2544.73it/s]
 91%|█████████ | 212053/234119.0 [01:22<00:08, 2540.02it/s]
 91%|█████████ | 212314/234119.0 [01:22<00:08, 2559.95it/s]
 91%|█████████ | 212579/234119.0 [01:22<00:08, 2585.75it/s]
 91%|█████████ | 212842/234119.0 [01:22<00:08, 2597.41it/s]
 91%|█████████ | 213107/234119.0 [01:23<00:08, 2610.47it/s]
 91%|█████████ | 213371/234119.0 [01:23<00:07, 2617.62it/s]
 91%|█████████▏| 213634/234119.0 [01:23<00:07, 2620.31it/s]
 91%|█████████▏| 213899/234119.0 [01:23<00:07, 2629.14it/s]
 91%|█████████▏| 214162/234119.0 [01:23<00:07, 2521.11it/s]
 92%|█████████▏| 214425/234119.0 [01:23<00:07, 2551.97it/s]
 92%|█████████▏| 214686/234119.0 [01:23<00:07, 2568.20it/s]
 92%|█████████▏| 214944/234119.0 [01:23<00:07, 2529.65it/s]
 92%|█████████▏| 215206/234119.0 [01:23<00:07, 2555.11it/s]
 92%|█████████▏| 215469/234119.0 [01:23<00:07, 2576.30it/s]
 92%|█████████▏| 215735/234119.0 [01:24<00:07, 2598.52it/s]
 92%|█████████▏| 215999/234119.0 [01:24<00:06, 2609.00it/s]
 92%|█████████▏| 216262/234119.0 [01:24<00:06, 2615.05it/s]
 92%|█████████▏| 216525/234119.0 [01:24<00:06, 2617.65it/s]
 93%|█████████▎| 216787/234119.0 [01:24<00:06, 2514.54it/s]
 93%|█████████▎| 217049/234119.0 [01:24<00:06, 2544.71it/s]
 93%|█████████▎| 217312/234119.0 [01:24<00:06, 2569.73it/s]
 93%|█████████▎| 217577/234119.0 [01:24<00:06, 2591.13it/s]
 93%|█████████▎| 217837/234119.0 [01:24<00:06, 2573.37it/s]
 93%|█████████▎| 218100/234119.0 [01:24<00:06, 2587.24it/s]
 93%|█████████▎| 218362/234119.0 [01:25<00:06, 2594.21it/s]
 93%|█████████▎| 218626/234119.0 [01:25<00:05, 2606.51it/s]
 93%|█████████▎| 218888/234119.0 [01:25<00:05, 2608.86it/s]
 94%|█████████▎| 219150/234119.0 [01:25<00:05, 2611.38it/s]
 94%|█████████▎| 219412/234119.0 [01:25<00:05, 2502.89it/s]
 94%|█████████▍| 219673/234119.0 [01:25<00:05, 2532.63it/s]
 94%|█████████▍| 219935/234119.0 [01:25<00:05, 2557.58it/s]
 94%|█████████▍| 220199/234119.0 [01:25<00:05, 2580.82it/s]
 94%|█████████▍| 220458/234119.0 [01:25<00:05, 2566.31it/s]
 94%|█████████▍| 220715/234119.0 [01:25<00:05, 2548.38it/s]
 94%|█████████▍| 220978/234119.0 [01:26<00:05, 2572.30it/s]
 94%|█████████▍| 221242/234119.0 [01:26<00:04, 2590.27it/s]
 95%|█████████▍| 221505/234119.0 [01:26<00:04, 2599.40it/s]
 95%|█████████▍| 221769/234119.0 [01:26<00:04, 2609.14it/s]
 95%|█████████▍| 222030/234119.0 [01:26<00:04, 2500.90it/s]
 95%|█████████▍| 222292/234119.0 [01:26<00:04, 2533.46it/s]
 95%|█████████▌| 222556/234119.0 [01:26<00:04, 2564.45it/s]
 95%|█████████▌| 222814/234119.0 [01:26<00:04, 2564.45it/s]
 95%|█████████▌| 223071/234119.0 [01:26<00:04, 2545.31it/s]
 95%|█████████▌| 223335/234119.0 [01:26<00:04, 2571.19it/s]
 96%|█████████▌| 223598/234119.0 [01:27<00:04, 2587.74it/s]
 96%|█████████▌| 223861/234119.0 [01:27<00:03, 2597.68it/s]
 96%|█████████▌| 224123/234119.0 [01:27<00:03, 2601.50it/s]
 96%|█████████▌| 224386/234119.0 [01:27<00:03, 2608.33it/s]
 96%|█████████▌| 224647/234119.0 [01:27<00:03, 2491.07it/s]
 96%|█████████▌| 224909/234119.0 [01:27<00:03, 2526.02it/s]
 96%|█████████▌| 225163/234119.0 [01:27<00:03, 2523.85it/s]
 96%|█████████▋| 225426/234119.0 [01:27<00:03, 2554.20it/s]
 96%|█████████▋| 225689/234119.0 [01:27<00:03, 2575.92it/s]
 97%|█████████▋| 225953/234119.0 [01:28<00:03, 2593.16it/s]
 97%|█████████▋| 226217/234119.0 [01:28<00:03, 2605.42it/s]
 97%|█████████▋| 226481/234119.0 [01:28<00:02, 2614.24it/s]
 97%|█████████▋| 226744/234119.0 [01:28<00:02, 2616.77it/s]
 97%|█████████▋| 227006/234119.0 [01:28<00:02, 2584.52it/s]
 97%|█████████▋| 227265/234119.0 [01:28<00:02, 2475.41it/s]
 97%|█████████▋| 227527/234119.0 [01:28<00:02, 2516.56it/s]
 97%|█████████▋| 227780/234119.0 [01:28<00:04, 1549.94it/s]
 97%|█████████▋| 228042/234119.0 [01:29<00:03, 1767.64it/s]
 98%|█████████▊| 228306/234119.0 [01:29<00:02, 1963.45it/s]
 98%|█████████▊| 228568/234119.0 [01:29<00:02, 2122.93it/s]
 98%|█████████▊| 228818/234119.0 [01:29<00:02, 2219.61it/s]
 98%|█████████▊| 229082/234119.0 [01:29<00:02, 2331.11it/s]
 98%|█████████▊| 229332/234119.0 [01:29<00:02, 2301.07it/s]
 98%|█████████▊| 229595/234119.0 [01:29<00:01, 2390.99it/s]
 98%|█████████▊| 229849/234119.0 [01:29<00:01, 2432.58it/s]
 98%|█████████▊| 230099/234119.0 [01:29<00:01, 2451.08it/s]
 98%|█████████▊| 230361/234119.0 [01:29<00:01, 2499.79it/s]
 99%|█████████▊| 230624/234119.0 [01:30<00:01, 2537.00it/s]
 99%|█████████▊| 230888/234119.0 [01:30<00:01, 2566.96it/s]
 99%|█████████▊| 231150/234119.0 [01:30<00:01, 2582.36it/s]
 99%|█████████▉| 231410/234119.0 [01:30<00:01, 2553.21it/s]
 99%|█████████▉| 231673/234119.0 [01:30<00:00, 2575.08it/s]
 99%|█████████▉| 231932/234119.0 [01:30<00:00, 2471.29it/s]
 99%|█████████▉| 232195/234119.0 [01:30<00:00, 2515.42it/s]
 99%|█████████▉| 232448/234119.0 [01:30<00:00, 2509.91it/s]
 99%|█████████▉| 232711/234119.0 [01:30<00:00, 2543.26it/s]
100%|█████████▉| 232973/234119.0 [01:30<00:00, 2565.58it/s]
100%|█████████▉| 233231/234119.0 [01:31<00:00, 2539.76it/s]
100%|█████████▉| 233495/234119.0 [01:31<00:00, 2568.92it/s]
100%|█████████▉| 233753/234119.0 [01:31<00:00, 2542.01it/s]
100%|█████████▉| 234017/234119.0 [01:31<00:00, 2570.90it/s]
100%|██████████| 234119/234119.0 [01:31<00:00, 2557.28it/s]

0it [00:00, ?it/s]
1it [00:00,  5.16it/s]
7it [00:00, 21.90it/s]
12it [00:00, 25.28it/s]
24it [00:00, 50.91it/s]
36it [00:00, 58.51it/s]
43it [00:00, 49.73it/s]
50it [00:01, 52.84it/s]
58it [00:01, 58.01it/s]
65it [00:01, 60.50it/s]
72it [00:01, 61.83it/s]
81it [00:01, 66.31it/s]
88it [00:01, 64.67it/s]
97it [00:01, 68.68it/s]
108it [00:01, 79.34it/s]
117it [00:02, 72.88it/s]
128it [00:02, 82.40it/s]
137it [00:02, 83.42it/s]
146it [00:02, 77.52it/s]
159it [00:02, 90.92it/s]
175it [00:02, 106.38it/s]
186it [00:02, 95.44it/s]
196it [00:02, 93.58it/s]
206it [00:02, 95.20it/s]
216it [00:03, 88.95it/s]
226it [00:03, 78.10it/s]
242it [00:03, 97.59it/s]
253it [00:03, 83.40it/s]
263it [00:03, 76.93it/s]
281it [00:03, 98.55it/s]
292it [00:03, 89.61it/s]
304it [00:04, 96.40it/s]
316it [00:04, 101.14it/s]
327it [00:04, 96.61it/s]
338it [00:04, 90.35it/s]
348it [00:04, 60.02it/s]
362it [00:04, 74.93it/s]
379it [00:04, 93.66it/s]
391it [00:05, 67.80it/s]
401it [00:05, 63.72it/s]
413it [00:05, 73.32it/s]
423it [00:05, 65.56it/s]
433it [00:05, 71.48it/s]
442it [00:05, 71.79it/s]
450it [00:06, 70.19it/s]
458it [00:06, 61.29it/s]
468it [00:06, 67.41it/s]
476it [00:06, 61.74it/s]
489it [00:06, 77.00it/s]
498it [00:06, 74.27it/s]
509it [00:06, 82.11it/s]
518it [00:07, 75.47it/s]
534it [00:07, 95.26it/s]
546it [00:07, 94.40it/s]
556it [00:07, 84.81it/s]
565it [00:07, 82.63it/s]
575it [00:07, 81.42it/s]
586it [00:07, 87.29it/s]
596it [00:07, 82.42it/s]
612it [00:08, 100.96it/s]
627it [00:08, 111.66it/s]
640it [00:08, 111.12it/s]
652it [00:08, 88.09it/s]
662it [00:08, 86.60it/s]
677it [00:08, 97.46it/s]
688it [00:08, 82.01it/s]
705it [00:08, 98.82it/s]
719it [00:09, 101.86it/s]
730it [00:09, 84.48it/s]
740it [00:09, 86.31it/s]
756it [00:09, 103.36it/s]
769it [00:09, 106.75it/s]
781it [00:09, 81.41it/s]
794it [00:09, 85.23it/s]
806it [00:10, 87.57it/s]
816it [00:10, 68.21it/s]
824it [00:10, 66.40it/s]
832it [00:10, 53.09it/s]
842it [00:10, 61.71it/s]
850it [00:10, 64.38it/s]
859it [00:11, 69.14it/s]
867it [00:11, 53.49it/s]
881it [00:11, 70.64it/s]
899it [00:11, 94.82it/s]
912it [00:11, 102.07it/s]
924it [00:11, 85.59it/s]
934it [00:12, 69.04it/s]
944it [00:12, 74.70it/s]
953it [00:12, 71.09it/s]
961it [00:12, 69.30it/s]
969it [00:12, 71.75it/s]
979it [00:12, 76.91it/s]
988it [00:12, 71.97it/s]
996it [00:12, 71.49it/s]
1005it [00:12, 76.21it/s]
1013it [00:13, 62.47it/s]
1020it [00:13, 50.01it/s]
1029it [00:13, 56.75it/s]
1039it [00:13, 66.39it/s]
1047it [00:13, 61.85it/s]
1055it [00:13, 65.71it/s]
1063it [00:13, 62.68it/s]
1070it [00:14, 58.73it/s]
1081it [00:14, 69.85it/s]
1093it [00:14, 82.15it/s]
1105it [00:14, 91.21it/s]
1115it [00:14, 85.67it/s]
1130it [00:14, 92.33it/s]
1140it [00:14, 73.53it/s]
1153it [00:15, 85.70it/s]
1169it [00:15, 100.79it/s]
1180it [00:15, 64.72it/s]
1194it [00:15, 78.04it/s]
1210it [00:15, 94.76it/s]
1222it [00:15, 100.48it/s]
1234it [00:15, 88.63it/s]
1245it [00:16, 72.53it/s]
1254it [00:16, 60.81it/s]
1262it [00:16, 60.04it/s]
1271it [00:16, 65.63it/s]
1279it [00:16, 63.17it/s]
1292it [00:16, 77.50it/s]
1301it [00:17, 72.00it/s]
1309it [00:17, 63.42it/s]
1326it [00:17, 86.49it/s]
1338it [00:17, 92.92it/s]
1349it [00:17, 80.52it/s]
1358it [00:17, 77.41it/s]
1367it [00:17, 62.36it/s]
1375it [00:18, 64.01it/s]
1383it [00:18, 64.98it/s]
1396it [00:18, 79.56it/s]
1405it [00:18, 80.81it/s]
1414it [00:18, 75.85it/s]
1422it [00:18, 70.90it/s]
1430it [00:18, 71.33it/s]
1446it [00:18, 93.59it/s]
1456it [00:19, 94.12it/s]
1467it [00:19, 97.38it/s]
1477it [00:19, 93.24it/s]
1489it [00:19, 98.65it/s]
1500it [00:19, 79.64it/s]
1521it [00:19, 107.57it/s]
1536it [00:19, 116.10it/s]
1549it [00:19, 94.85it/s]
1569it [00:20, 115.93it/s]
1582it [00:20, 118.75it/s]
1595it [00:20, 104.96it/s]
1607it [00:20, 103.70it/s]
1624it [00:20, 118.97it/s]
1641it [00:20, 132.12it/s]
1657it [00:20, 137.60it/s]
1672it [00:20, 133.61it/s]
1686it [00:21, 114.26it/s]
1699it [00:21, 88.42it/s]
1710it [00:21, 82.32it/s]
1725it [00:21, 96.42it/s]
1740it [00:21, 108.51it/s]
1761it [00:21, 131.79it/s]
1782it [00:21, 151.62it/s]
1799it [00:22, 91.28it/s]
1812it [00:22, 97.31it/s]
1830it [00:22, 111.63it/s]
1845it [00:22, 117.84it/s]
1861it [00:22, 127.57it/s]
1876it [00:22, 104.60it/s]
1901it [00:22, 135.20it/s]
1920it [00:23, 120.84it/s]
1934it [00:23, 93.51it/s]
1946it [00:23, 85.02it/s]
1958it [00:23, 89.61it/s]
1971it [00:23, 95.97it/s]
1982it [00:24, 80.13it/s]
1992it [00:24, 78.30it/s]
2001it [00:24, 77.40it/s]
2013it [00:24, 86.26it/s]
2026it [00:24, 94.96it/s]
2037it [00:24, 70.97it/s]
2046it [00:24, 68.19it/s]
2064it [00:24, 91.62it/s]
2082it [00:25, 111.00it/s]
2097it [00:25, 119.48it/s]
2117it [00:25, 137.05it/s]
2132it [00:25, 116.98it/s]
2145it [00:25, 101.87it/s]
2165it [00:25, 120.16it/s]
2181it [00:25, 128.87it/s]
2195it [00:25, 130.26it/s]
2209it [00:26, 118.35it/s]
2224it [00:26, 125.64it/s]
2238it [00:26, 100.01it/s]
2257it [00:26, 117.99it/s]
2271it [00:26, 120.99it/s]
2285it [00:26, 119.58it/s]
2299it [00:26, 121.04it/s]
2312it [00:27, 97.47it/s]
2325it [00:27, 104.07it/s]
2341it [00:27, 117.33it/s]
2354it [00:27, 116.33it/s]
2367it [00:27, 115.76it/s]
2380it [00:27, 96.74it/s]
2394it [00:27, 105.36it/s]
2406it [00:27, 92.40it/s]
2420it [00:28, 103.19it/s]
2440it [00:28, 126.67it/s]
2460it [00:28, 145.16it/s]
2478it [00:28, 152.21it/s]
2494it [00:28, 148.70it/s]
2511it [00:28, 152.55it/s]
2527it [00:28, 100.10it/s]
2545it [00:29, 115.44it/s]
2563it [00:29, 129.21it/s]
2583it [00:29, 145.76it/s]
2600it [00:29, 148.53it/s]
2617it [00:29, 136.22it/s]
2632it [00:29, 139.26it/s]
2648it [00:29, 143.59it/s]
2663it [00:29, 121.97it/s]
2677it [00:30, 105.51it/s]
2693it [00:30, 114.81it/s]
2706it [00:30, 115.25it/s]
2719it [00:30, 100.25it/s]
2730it [00:30, 84.08it/s]
2742it [00:30, 91.57it/s]
2753it [00:30, 92.89it/s]
2767it [00:30, 100.95it/s]
2778it [00:31, 72.89it/s]
2790it [00:31, 79.89it/s]
2800it [00:31, 82.05it/s]
2818it [00:31, 104.09it/s]
2831it [00:31, 110.21it/s]
2843it [00:31, 103.41it/s]
2855it [00:31, 89.85it/s]
2867it [00:32, 96.73it/s]
2878it [00:32, 87.04it/s]
2891it [00:32, 94.81it/s]
2907it [00:32, 110.21it/s]
2924it [00:32, 124.98it/s]
2944it [00:32, 143.36it/s]
2959it [00:32, 128.17it/s]
2973it [00:33, 100.44it/s]
2993it [00:33, 120.87it/s]
3009it [00:33, 129.75it/s]
3032it [00:33, 153.31it/s]
3052it [00:33, 163.00it/s]
3071it [00:33, 169.52it/s]
3089it [00:33, 167.95it/s]
3107it [00:33, 116.29it/s]
3122it [00:34, 119.58it/s]
3140it [00:34, 132.56it/s]
3162it [00:34, 152.83it/s]
3185it [00:34, 170.73it/s]
3204it [00:34, 163.30it/s]
3222it [00:34, 145.61it/s]
3238it [00:34, 109.38it/s]
3252it [00:34, 115.54it/s]
3272it [00:35, 134.39it/s]
3290it [00:35, 144.13it/s]
3310it [00:35, 156.59it/s]
3327it [00:35, 147.11it/s]
3343it [00:35, 128.74it/s]
3357it [00:35, 106.32it/s]
3371it [00:35, 112.87it/s]
3392it [00:35, 134.57it/s]
3413it [00:36, 153.25it/s]
3432it [00:36, 161.94it/s]
3453it [00:36, 174.26it/s]
3472it [00:36, 154.72it/s]
3489it [00:36, 152.58it/s]
3505it [00:36, 107.80it/s]
3522it [00:36, 119.71it/s]
3546it [00:37, 145.09it/s]
3569it [00:37, 164.50it/s]
3589it [00:37, 170.45it/s]
3608it [00:37, 169.88it/s]
3626it [00:37, 172.26it/s]
3644it [00:37, 172.72it/s]
3662it [00:37, 114.19it/s]
3677it [00:38, 102.57it/s]
3690it [00:38, 99.82it/s]
3702it [00:38, 75.86it/s]
3714it [00:38, 83.35it/s]
3730it [00:38, 95.86it/s]
3742it [00:38, 99.95it/s]
3754it [00:38, 85.23it/s]
3764it [00:39, 76.95it/s]
3779it [00:39, 90.92it/s]
3795it [00:39, 105.40it/s]
3807it [00:39, 105.55it/s]
3819it [00:39, 67.30it/s]
3832it [00:39, 76.47it/s]
3847it [00:40, 91.02it/s]
3859it [00:40, 95.23it/s]
3874it [00:40, 107.79it/s]
3887it [00:40, 113.38it/s]
3905it [00:40, 122.77it/s]
3919it [00:40, 92.93it/s]
3934it [00:40, 105.17it/s]
3952it [00:40, 122.09it/s]
3973it [00:41, 143.65it/s]
3992it [00:41, 154.34it/s]
4011it [00:41, 162.47it/s]
4029it [00:41, 160.73it/s]
4046it [00:41, 151.75it/s]
4062it [00:41, 113.16it/s]
4081it [00:41, 129.40it/s]
4097it [00:41, 136.34it/s]
4114it [00:42, 143.86it/s]
4138it [00:42, 167.69it/s]
4159it [00:42, 178.85it/s]
4178it [00:42, 151.04it/s]
4195it [00:42, 135.93it/s]
4210it [00:42, 113.97it/s]
4227it [00:42, 126.03it/s]
4246it [00:42, 140.72it/s]
4265it [00:43, 152.77it/s]
4284it [00:43, 162.04it/s]
4305it [00:43, 173.50it/s]
4324it [00:43, 168.63it/s]
4342it [00:43, 153.47it/s]
4358it [00:43, 154.04it/s]
4374it [00:43, 154.56it/s]
4390it [00:43, 119.82it/s]
4405it [00:44, 125.36it/s]
4423it [00:44, 137.67it/s]
4446it [00:44, 159.23it/s]
4468it [00:44, 168.91it/s]
4488it [00:44, 174.85it/s]
4506it [00:44, 117.51it/s]
4522it [00:44, 126.19it/s]
4542it [00:44, 141.63it/s]
4565it [00:45, 161.27it/s]
4588it [00:45, 177.05it/s]
4610it [00:45, 186.49it/s]
4630it [00:45, 187.83it/s]
4650it [00:45, 173.71it/s]
4669it [00:45, 156.08it/s]
4686it [00:46, 93.58it/s]
4704it [00:46, 107.23it/s]
4723it [00:46, 120.75it/s]
4738it [00:46, 82.77it/s]
4753it [00:46, 93.63it/s]
4768it [00:46, 103.91it/s]
4784it [00:46, 115.29it/s]
4801it [00:47, 126.73it/s]
4816it [00:47, 79.34it/s]
4829it [00:47, 87.93it/s]
4845it [00:47, 100.58it/s]
4861it [00:47, 110.37it/s]
4879it [00:47, 125.51it/s]
4894it [00:47, 122.18it/s]
4908it [00:48, 102.59it/s]
4920it [00:48, 88.24it/s]
4935it [00:48, 100.19it/s]
4948it [00:48, 103.96it/s]
4963it [00:48, 114.20it/s]
4976it [00:48, 113.75it/s]
4989it [00:48, 108.17it/s]
5001it [00:49, 104.37it/s]
5013it [00:49, 103.94it/s]
5024it [00:49, 85.54it/s]
5037it [00:49, 95.55it/s]
5049it [00:49, 101.25it/s]
5062it [00:49, 108.58it/s]
5076it [00:49, 116.15it/s]
5089it [00:49, 112.61it/s]
5107it [00:49, 130.49it/s]
5121it [00:50, 128.38it/s]
5135it [00:50, 99.63it/s]
5147it [00:50, 99.55it/s]
5165it [00:50, 118.65it/s]
5187it [00:50, 143.97it/s]
5206it [00:50, 154.74it/s]
5229it [00:50, 170.63it/s]
5247it [00:50, 159.29it/s]
5264it [00:51, 115.62it/s]
5278it [00:51, 116.99it/s]
5292it [00:51, 120.15it/s]
5311it [00:51, 136.85it/s]
5335it [00:51, 163.10it/s]
5355it [00:51, 171.87it/s]
5374it [00:51, 168.72it/s]
5392it [00:52, 155.42it/s]
5412it [00:52, 160.94it/s]
5429it [00:52, 130.61it/s]
5448it [00:52, 143.64it/s]
5470it [00:52, 162.35it/s]
5493it [00:52, 178.86it/s]
5517it [00:52, 194.08it/s]
5540it [00:52, 202.15it/s]
5561it [00:52, 182.19it/s]
5581it [00:53, 137.47it/s]
5599it [00:53, 146.29it/s]
5618it [00:53, 156.40it/s]
5644it [00:53, 180.72it/s]
5668it [00:53, 194.88it/s]
5692it [00:53, 206.57it/s]
5714it [00:53, 198.97it/s]
5735it [00:53, 182.29it/s]
5754it [00:54, 121.58it/s]
5770it [00:54, 116.23it/s]
5784it [00:54, 120.81it/s]
5805it [00:54, 139.53it/s]
5821it [00:54, 100.28it/s]
5834it [00:55, 102.99it/s]
5851it [00:55, 116.03it/s]
5866it [00:55, 123.00it/s]
5881it [00:55, 129.49it/s]
5896it [00:55, 131.71it/s]
5911it [00:55, 103.66it/s]
5923it [00:55, 87.02it/s]
5938it [00:55, 99.24it/s]
5954it [00:56, 112.06it/s]
5969it [00:56, 116.48it/s]
5989it [00:56, 137.22it/s]
6005it [00:56, 142.22it/s]
6021it [00:56, 100.92it/s]
6034it [00:56, 81.11it/s]
6052it [00:57, 98.58it/s]
6071it [00:57, 116.99it/s]
6086it [00:57, 123.33it/s]
6105it [00:57, 139.55it/s]
6121it [00:57, 133.53it/s]
6136it [00:57, 124.26it/s]
6150it [00:57, 122.52it/s]
6163it [00:57, 112.49it/s]
6179it [00:57, 123.62it/s]
6195it [00:58, 131.01it/s]
6212it [00:58, 141.07it/s]
6231it [00:58, 151.76it/s]
6248it [00:58, 150.39it/s]
6264it [00:58, 150.53it/s]
6284it [00:58, 163.51it/s]
6305it [00:58, 170.29it/s]
6323it [00:58, 127.95it/s]
6338it [00:59, 128.68it/s]
6358it [00:59, 145.69it/s]
6380it [00:59, 164.43it/s]
6398it [00:59, 161.02it/s]
6415it [00:59, 154.89it/s]
6433it [00:59, 159.22it/s]
6456it [00:59, 175.71it/s]
6482it [00:59, 197.74it/s]
6503it [00:59, 200.21it/s]
6530it [01:00, 218.98it/s]
6553it [01:00, 203.51it/s]
6574it [01:00, 152.53it/s]
6592it [01:00, 157.68it/s]
6610it [01:00, 160.20it/s]
6631it [01:00, 170.83it/s]
6653it [01:00, 183.15it/s]
6674it [01:00, 189.70it/s]
6695it [01:00, 192.65it/s]
6719it [01:01, 199.53it/s]
6740it [01:01, 152.04it/s]
6760it [01:01, 161.93it/s]
6784it [01:01, 181.12it/s]
6807it [01:01, 192.98it/s]
6828it [01:01, 196.60it/s]
6854it [01:01, 212.96it/s]
6877it [01:01, 215.57it/s]
6900it [01:02, 213.83it/s]
6923it [01:02, 217.89it/s]
6946it [01:02, 210.71it/s]
6968it [01:02, 165.67it/s]
6988it [01:02, 171.79it/s]
7010it [01:02, 183.83it/s]
7035it [01:02, 199.86it/s]
7060it [01:02, 213.45it/s]
7085it [01:02, 223.18it/s]
7108it [01:03, 204.18it/s]
7130it [01:03, 206.62it/s]
7152it [01:03, 159.02it/s]
7170it [01:03, 140.32it/s]
7186it [01:03, 142.69it/s]
7207it [01:03, 155.74it/s]
7224it [01:03, 148.26it/s]
7240it [01:04, 124.19it/s]
7254it [01:04, 94.66it/s]
7272it [01:04, 110.63it/s]
7286it [01:04, 116.58it/s]
7302it [01:04, 126.32it/s]
7317it [01:04, 130.46it/s]
7332it [01:04, 118.51it/s]
7345it [01:05, 109.01it/s]
7357it [01:05, 80.22it/s]
7374it [01:05, 95.87it/s]
7390it [01:05, 109.17it/s]
7409it [01:05, 121.76it/s]
7426it [01:05, 132.44it/s]
7441it [01:05, 134.34it/s]
7456it [01:06, 71.56it/s]
7475it [01:06, 90.74it/s]
7493it [01:06, 107.31it/s]
7513it [01:06, 126.46it/s]
7530it [01:06, 134.99it/s]
7547it [01:06, 133.63it/s]
7563it [01:07, 109.43it/s]
7576it [01:07, 93.11it/s]
7600it [01:07, 122.09it/s]
7615it [01:07, 126.70it/s]
7637it [01:07, 143.34it/s]
7655it [01:07, 152.36it/s]
7678it [01:07, 170.46it/s]
7697it [01:07, 170.31it/s]
7715it [01:08, 132.76it/s]
7734it [01:08, 121.22it/s]
7750it [01:08, 127.50it/s]
7764it [01:08, 130.23it/s]
7787it [01:08, 152.98it/s]
7805it [01:08, 158.11it/s]
7827it [01:08, 174.50it/s]
7847it [01:08, 181.37it/s]
7866it [01:09, 164.10it/s]
7884it [01:09, 134.48it/s]
7910it [01:09, 162.97it/s]
7935it [01:09, 182.86it/s]
7960it [01:09, 198.57it/s]
7982it [01:09, 203.09it/s]
8004it [01:09, 197.11it/s]
8025it [01:10, 150.62it/s]
8048it [01:10, 167.05it/s]
8074it [01:10, 189.07it/s]
8095it [01:10, 182.78it/s]
8115it [01:10, 153.13it/s]
8132it [01:10, 148.14it/s]
8148it [01:10, 146.79it/s]
8164it [01:11, 125.60it/s]
8186it [01:11, 145.62it/s]
8205it [01:11, 156.05it/s]
8225it [01:11, 165.70it/s]
8244it [01:11, 170.87it/s]
8262it [01:11, 156.75it/s]
8289it [01:11, 185.74it/s]
8309it [01:11, 185.40it/s]
8332it [01:11, 192.73it/s]
8352it [01:12, 159.84it/s]
8370it [01:12, 159.20it/s]
8391it [01:12, 171.11it/s]
8412it [01:12, 181.11it/s]
8433it [01:12, 185.19it/s]
8458it [01:12, 201.68it/s]
8480it [01:12, 204.80it/s]
8501it [01:12, 196.40it/s]
8524it [01:12, 205.16it/s]
8545it [01:13, 199.82it/s]
8566it [01:13, 182.25it/s]
8585it [01:13, 158.79it/s]
8602it [01:13, 160.38it/s]
8619it [01:13, 149.33it/s]
8635it [01:13, 147.33it/s]
8651it [01:13, 119.80it/s]
8671it [01:13, 136.91it/s]
8690it [01:14, 149.41it/s]
8707it [01:14, 114.21it/s]
8725it [01:14, 127.31it/s]
8741it [01:14, 134.43it/s]
8760it [01:14, 146.34it/s]
8776it [01:14, 98.91it/s]
8794it [01:15, 113.97it/s]
8810it [01:15, 121.78it/s]
8827it [01:15, 132.08it/s]
8845it [01:15, 143.44it/s]
8861it [01:15, 101.30it/s]
8881it [01:15, 120.95it/s]
8900it [01:15, 136.23it/s]
8919it [01:15, 148.84it/s]
8939it [01:16, 160.04it/s]
8958it [01:16, 164.34it/s]
8976it [01:16, 126.97it/s]
8997it [01:16, 139.84it/s]
9013it [01:16, 129.69it/s]
9032it [01:16, 143.12it/s]
9053it [01:16, 159.33it/s]
9077it [01:16, 178.56it/s]
9096it [01:17, 177.17it/s]
9115it [01:17, 168.35it/s]
9133it [01:17, 158.38it/s]
9150it [01:17, 159.88it/s]
9167it [01:17, 117.45it/s]
9197it [01:17, 156.82it/s]
9228it [01:17, 192.86it/s]
9253it [01:17, 204.16it/s]
9276it [01:18, 209.28it/s]
9299it [01:18, 193.84it/s]
9320it [01:18, 175.90it/s]
9339it [01:18, 176.46it/s]
9358it [01:18, 172.95it/s]
9376it [01:18, 159.52it/s]
9394it [01:18, 161.59it/s]
9414it [01:18, 167.53it/s]
9434it [01:19, 175.52it/s]
9452it [01:19, 150.76it/s]
9468it [01:19, 134.83it/s]
9483it [01:19, 120.44it/s]
9498it [01:19, 125.34it/s]
9519it [01:19, 144.88it/s]
9540it [01:19, 160.80it/s]
9561it [01:19, 172.56it/s]
9587it [01:20, 194.16it/s]
9608it [01:20, 193.11it/s]
9628it [01:20, 176.47it/s]
9647it [01:20, 161.08it/s]
9671it [01:20, 179.82it/s]
9691it [01:20, 184.46it/s]
9710it [01:20, 181.59it/s]
9729it [01:20, 169.86it/s]
9747it [01:20, 154.74it/s]
9768it [01:21, 168.80it/s]
9787it [01:21, 173.62it/s]
9811it [01:21, 187.93it/s]
9831it [01:21, 190.75it/s]
9856it [01:21, 204.13it/s]
9882it [01:21, 219.54it/s]
9905it [01:21, 178.03it/s]
9925it [01:21, 174.62it/s]
9944it [01:22, 171.03it/s]
9967it [01:22, 185.63it/s]
9987it [01:22, 182.37it/s]
10006it [01:22, 169.91it/s]
10024it [01:22, 145.61it/s]
10042it [01:22, 153.30it/s]
10059it [01:22, 154.32it/s]
10080it [01:22, 167.72it/s]
10098it [01:23, 132.61it/s]
10117it [01:23, 144.86it/s]
10139it [01:23, 162.63it/s]
10161it [01:23, 176.31it/s]
10180it [01:23, 143.27it/s]
10197it [01:23, 149.01it/s]
10216it [01:23, 156.89it/s]
10239it [01:23, 171.87it/s]
10259it [01:23, 178.16it/s]
10280it [01:24, 186.12it/s]
10300it [01:24, 145.71it/s]
10320it [01:24, 157.08it/s]
10339it [01:24, 163.83it/s]
10361it [01:24, 175.34it/s]
10381it [01:24, 181.77it/s]
10400it [01:24, 183.65it/s]
10419it [01:24, 153.91it/s]
10436it [01:25, 139.56it/s]
10454it [01:25, 147.79it/s]
10472it [01:25, 154.21it/s]
10494it [01:25, 171.32it/s]
10512it [01:25, 171.56it/s]
10530it [01:25, 156.87it/s]
10547it [01:25, 134.36it/s]
10571it [01:25, 159.60it/s]
10596it [01:26, 181.96it/s]
10616it [01:26, 184.96it/s]
10636it [01:26, 175.53it/s]
10655it [01:26, 173.95it/s]
10680it [01:26, 192.41it/s]
10700it [01:26, 190.65it/s]
10720it [01:26, 189.59it/s]
10741it [01:26, 195.07it/s]
10761it [01:26, 188.94it/s]
10781it [01:27, 164.29it/s]
10799it [01:27, 146.23it/s]
10830it [01:27, 183.83it/s]
10859it [01:27, 207.76it/s]
10886it [01:27, 222.32it/s]
10912it [01:27, 231.20it/s]
10936it [01:27, 227.09it/s]
10960it [01:27, 220.36it/s]
10983it [01:28, 177.97it/s]
11003it [01:28, 183.08it/s]
11025it [01:28, 191.23it/s]
11046it [01:28, 186.00it/s]
11068it [01:28, 192.51it/s]
11090it [01:28, 196.31it/s]
11111it [01:28, 191.98it/s]
11134it [01:28, 202.11it/s]
11155it [01:28, 200.30it/s]
11176it [01:29, 191.12it/s]
11196it [01:29, 143.02it/s]
11223it [01:29, 170.86it/s]
11247it [01:29, 187.13it/s]
11271it [01:29, 200.12it/s]
11296it [01:29, 210.00it/s]
11319it [01:29, 212.31it/s]
11342it [01:30, 170.90it/s]
11361it [01:30, 168.38it/s]
11383it [01:30, 179.24it/s]
11404it [01:30, 183.18it/s]
11429it [01:30, 200.44it/s]
11452it [01:30, 205.75it/s]
11474it [01:30, 192.15it/s]
11496it [01:30, 198.99it/s]
11518it [01:30, 204.21it/s]
11539it [01:31, 156.68it/s]
11566it [01:31, 182.34it/s]
11589it [01:31, 188.31it/s]
11610it [01:31, 173.80it/s]
11629it [01:31, 168.32it/s]
11647it [01:31, 170.68it/s]
11667it [01:31, 176.79it/s]
11690it [01:31, 190.97it/s]
11710it [01:31, 191.00it/s]
11733it [01:32, 198.74it/s]
11756it [01:32, 207.36it/s]
11777it [01:32, 200.05it/s]
11798it [01:32, 198.73it/s]
11819it [01:32, 196.99it/s]
11839it [01:32, 180.63it/s]
11858it [01:32, 151.03it/s]
11876it [01:32, 156.02it/s]
11894it [01:33, 162.00it/s]
11911it [01:33, 156.13it/s]
11928it [01:33, 131.52it/s]
11944it [01:33, 137.80it/s]
11962it [01:33, 146.15it/s]
11982it [01:33, 158.90it/s]
11999it [01:33, 161.45it/s]
12016it [01:33, 159.75it/s]
12033it [01:34, 126.63it/s]
12047it [01:34, 128.74it/s]
12068it [01:34, 148.91it/s]
12086it [01:34, 157.02it/s]
12106it [01:34, 168.69it/s]
12126it [01:34, 172.96it/s]
12144it [01:34, 159.97it/s]
12161it [01:34, 148.18it/s]
12179it [01:34, 155.22it/s]
12200it [01:35, 168.64it/s]
12220it [01:35, 175.32it/s]
12242it [01:35, 185.44it/s]
12263it [01:35, 191.94it/s]
12283it [01:35, 190.43it/s]
12303it [01:35, 192.78it/s]
12323it [01:35, 166.52it/s]
12341it [01:35, 167.25it/s]
12359it [01:35, 162.32it/s]
12376it [01:36, 162.06it/s]
12394it [01:36, 164.13it/s]
12421it [01:36, 192.84it/s]
12446it [01:36, 207.72it/s]
12469it [01:36, 213.72it/s]
12491it [01:36, 215.00it/s]
12513it [01:36, 210.16it/s]
12537it [01:36, 214.91it/s]
12559it [01:36, 182.30it/s]
12587it [01:37, 206.53it/s]
12615it [01:37, 224.70it/s]
12639it [01:37, 222.11it/s]
12664it [01:37, 226.69it/s]
12688it [01:37, 227.98it/s]
12712it [01:37, 217.40it/s]
12735it [01:37, 209.83it/s]
12757it [01:37, 193.34it/s]
12777it [01:37, 190.89it/s]
12801it [01:38, 202.56it/s]
12825it [01:38, 209.72it/s]
12847it [01:38, 197.89it/s]
12870it [01:38, 205.13it/s]
12891it [01:38, 181.13it/s]
12910it [01:38, 161.78it/s]
12940it [01:38, 194.77it/s]
12966it [01:38, 210.67it/s]
12989it [01:39, 209.71it/s]
13017it [01:39, 228.19it/s]
13041it [01:39, 231.15it/s]
13065it [01:39, 223.27it/s]
13088it [01:39, 219.58it/s]
13111it [01:39, 209.97it/s]
13135it [01:39, 217.35it/s]
13158it [01:39, 220.15it/s]
13181it [01:39, 214.08it/s]
13203it [01:39, 213.82it/s]
13226it [01:40, 216.83it/s]
13251it [01:40, 224.37it/s]
13274it [01:40, 225.30it/s]
13297it [01:40, 221.86it/s]
13320it [01:40, 197.65it/s]
13343it [01:40, 204.94it/s]
13370it [01:40, 221.67it/s]
13394it [01:40, 226.25it/s]
13425it [01:40, 250.14it/s]
13451it [01:41, 246.52it/s]
13478it [01:41, 251.98it/s]
13508it [01:41, 265.27it/s]
13535it [01:41, 256.75it/s]
13561it [01:41, 253.58it/s]
13587it [01:41, 250.70it/s]
13613it [01:41, 217.89it/s]
13636it [01:41, 200.12it/s]
13657it [01:42, 190.54it/s]
13683it [01:42, 206.67it/s]
13705it [01:42, 201.55it/s]
13730it [01:42, 213.34it/s]
13753it [01:42, 216.95it/s]
13776it [01:42, 215.79it/s]
13798it [01:42, 215.82it/s]
13820it [01:42, 176.85it/s]
13846it [01:42, 197.20it/s]
13873it [01:43, 213.68it/s]
13901it [01:43, 231.12it/s]
13929it [01:43, 242.45it/s]
13954it [01:43, 239.68it/s]
13983it [01:43, 253.56it/s]
14009it [01:43, 250.55it/s]
14036it [01:43, 256.11it/s]
14063it [01:43, 259.70it/s]
14090it [01:43, 250.66it/s]
14116it [01:43, 246.93it/s]
14142it [01:44, 248.37it/s]
14167it [01:44, 242.29it/s]
14192it [01:44, 221.73it/s]
14215it [01:44, 219.74it/s]
14238it [01:44, 210.06it/s]
14264it [01:44, 218.98it/s]
14288it [01:44, 220.59it/s]
14311it [01:44, 203.38it/s]
14335it [01:45, 209.84it/s]
14357it [01:45, 208.73it/s]
14379it [01:45, 198.05it/s]
14400it [01:45, 166.68it/s]
14422it [01:45, 179.05it/s]
14448it [01:45, 198.80it/s]
14473it [01:45, 212.33it/s]
14496it [01:45, 214.86it/s]
14519it [01:45, 207.20it/s]
14541it [01:46, 206.23it/s]
14562it [01:46, 189.99it/s]
14583it [01:46, 194.48it/s]
14603it [01:46, 180.70it/s]
14625it [01:46, 189.47it/s]
14649it [01:46, 202.33it/s]
14670it [01:46, 203.60it/s]
14691it [01:46, 191.66it/s]
14711it [01:46, 182.12it/s]
14730it [01:47, 161.69it/s]
14753it [01:47, 177.71it/s]
14773it [01:47, 182.71it/s]
14792it [01:47, 179.44it/s]
14811it [01:47, 176.05it/s]
14829it [01:47, 170.30it/s]
14847it [01:47, 146.07it/s]
14869it [01:47, 164.02it/s]
14888it [01:48, 169.70it/s]
14906it [01:48, 169.73it/s]
14925it [01:48, 174.87it/s]
14943it [01:48, 163.54it/s]
14960it [01:48, 157.36it/s]
14985it [01:48, 181.97it/s]
15009it [01:48, 196.16it/s]
15030it [01:48, 196.15it/s]
15054it [01:48, 203.22it/s]
15075it [01:49, 204.35it/s]
15096it [01:49, 175.14it/s]
15120it [01:49, 190.18it/s]
15144it [01:49, 199.55it/s]
15167it [01:49, 205.26it/s]
15191it [01:49, 214.80it/s]
15213it [01:49, 191.58it/s]
15235it [01:49, 194.79it/s]
15255it [01:49, 180.77it/s]
15276it [01:50, 186.54it/s]
15301it [01:50, 200.15it/s]
15325it [01:50, 208.33it/s]
15349it [01:50, 216.32it/s]
15371it [01:50, 216.30it/s]
15393it [01:50, 194.32it/s]
15414it [01:50, 197.26it/s]
15435it [01:50, 177.27it/s]
15465it [01:50, 207.93it/s]
15491it [01:51, 220.41it/s]
15520it [01:51, 238.98it/s]
15548it [01:51, 249.05it/s]
15574it [01:51, 246.75it/s]
15600it [01:51, 239.01it/s]
15625it [01:51, 239.56it/s]
15650it [01:51, 223.34it/s]
15673it [01:51, 217.54it/s]
15695it [01:52, 190.78it/s]
15715it [01:52, 190.37it/s]
15745it [01:52, 218.41it/s]
15769it [01:52, 222.63it/s]
15793it [01:52, 227.42it/s]
15819it [01:52, 233.98it/s]
15843it [01:52, 235.27it/s]
15867it [01:52, 235.99it/s]
15891it [01:52, 227.52it/s]
15914it [01:52, 222.56it/s]
15937it [01:53, 216.16it/s]
15959it [01:53, 211.79it/s]
15983it [01:53, 216.32it/s]
16005it [01:53, 212.63it/s]
16029it [01:53, 218.11it/s]
16057it [01:53, 234.56it/s]
16082it [01:53, 238.60it/s]
16107it [01:53, 240.52it/s]
16132it [01:53, 241.47it/s]
16157it [01:54, 236.88it/s]
16183it [01:54, 241.98it/s]
16208it [01:54, 228.79it/s]
16232it [01:54, 226.62it/s]
16255it [01:54, 221.40it/s]
16278it [01:54, 201.46it/s]
16301it [01:54, 207.44it/s]
16326it [01:54, 218.89it/s]
16349it [01:54, 218.25it/s]
16374it [01:55, 224.16it/s]
16397it [01:55, 225.06it/s]
16420it [01:55, 220.01it/s]
16445it [01:55, 227.34it/s]
16468it [01:55, 224.12it/s]
16491it [01:55, 225.71it/s]
16514it [01:55, 225.44it/s]
16538it [01:55, 228.85it/s]
16565it [01:55, 239.19it/s]
16589it [01:55, 232.13it/s]
16613it [01:56, 207.53it/s]
16635it [01:56, 190.56it/s]
16655it [01:56, 184.81it/s]
16678it [01:56, 194.16it/s]
16702it [01:56, 203.55it/s]
16726it [01:56, 212.06it/s]
16754it [01:56, 230.52it/s]
16781it [01:56, 237.41it/s]
16809it [01:56, 248.04it/s]
16835it [01:57, 249.22it/s]
16861it [01:57, 247.09it/s]
16886it [01:57, 238.66it/s]
16910it [01:57, 230.00it/s]
16934it [01:57, 232.13it/s]
16958it [01:57, 217.36it/s]
16982it [01:57, 221.62it/s]
17005it [01:57, 222.32it/s]
17030it [01:57, 229.91it/s]
17054it [01:58, 221.57it/s]
17077it [01:58, 218.87it/s]
17105it [01:58, 231.97it/s]
17129it [01:58, 229.82it/s]
17154it [01:58, 233.29it/s]
17180it [01:58, 239.22it/s]
17204it [01:58, 233.12it/s]
17228it [01:58, 231.48it/s]
17252it [01:58, 231.50it/s]
17278it [01:59, 236.99it/s]
17302it [01:59, 236.17it/s]
17331it [01:59, 250.78it/s]
17357it [01:59, 250.98it/s]
17383it [01:59, 236.24it/s]
17407it [01:59, 235.56it/s]
17432it [01:59, 238.20it/s]
17456it [01:59, 236.22it/s]
17480it [01:59, 233.66it/s]
17505it [01:59, 234.65it/s]
17531it [02:00, 240.99it/s]
17556it [02:00, 238.47it/s]
17580it [02:00, 237.46it/s]
17604it [02:00, 234.08it/s]
17629it [02:00, 238.11it/s]
17653it [02:00, 233.38it/s]
17677it [02:00, 231.67it/s]
17703it [02:00, 238.52it/s]
17727it [02:00, 238.32it/s]
17753it [02:01, 243.59it/s]
17778it [02:01, 238.72it/s]
17802it [02:01, 236.99it/s]
17826it [02:01, 229.57it/s]
17852it [02:01, 237.14it/s]
17876it [02:01, 235.88it/s]
17900it [02:01, 228.57it/s]
17923it [02:01, 221.83it/s]
17950it [02:01, 234.73it/s]
17979it [02:01, 249.42it/s]
18007it [02:02, 258.23it/s]
18036it [02:02, 267.09it/s]
18066it [02:02, 272.51it/s]
18094it [02:02, 256.14it/s]
18120it [02:02, 252.80it/s]
18146it [02:02, 244.67it/s]
18171it [02:02, 242.99it/s]
18199it [02:02, 250.17it/s]
18227it [02:02, 255.96it/s]
18253it [02:03, 252.43it/s]
18281it [02:03, 259.67it/s]
18308it [02:03, 257.34it/s]
18334it [02:03, 254.07it/s]
18360it [02:03, 251.79it/s]
18388it [02:03, 256.18it/s]
18414it [02:03, 254.32it/s]
18443it [02:03, 260.10it/s]
18472it [02:03, 268.50it/s]
18499it [02:03, 254.51it/s]
18526it [02:04, 257.69it/s]
18552it [02:04, 257.94it/s]
18581it [02:04, 262.59it/s]
18609it [02:04, 266.96it/s]
18636it [02:04, 264.02it/s]
18664it [02:04, 265.72it/s]
18691it [02:04, 258.69it/s]
18719it [02:04, 262.49it/s]
18746it [02:04, 260.88it/s]
18773it [02:05, 242.54it/s]
18798it [02:05, 228.21it/s]
18828it [02:05, 246.31it/s]
18854it [02:05, 250.07it/s]
18881it [02:05, 254.31it/s]
18907it [02:05, 253.12it/s]
18939it [02:05, 268.24it/s]
18968it [02:05, 273.77it/s]
18997it [02:05, 276.63it/s]
19025it [02:06, 263.29it/s]
19052it [02:06, 258.68it/s]
19078it [02:06, 248.81it/s]
19104it [02:06, 244.61it/s]
19130it [02:06, 246.74it/s]
19156it [02:06, 247.81it/s]
19184it [02:06, 254.88it/s]
19210it [02:06, 252.98it/s]
19238it [02:06, 260.15it/s]
19265it [02:06, 250.68it/s]
19291it [02:07, 253.27it/s]
19317it [02:07, 254.15it/s]
19344it [02:07, 255.97it/s]
19374it [02:07, 268.36it/s]
19403it [02:07, 272.71it/s]
19436it [02:07, 286.92it/s]
19465it [02:07, 283.48it/s]
19494it [02:07, 283.60it/s]
19523it [02:07, 283.71it/s]
19557it [02:08, 298.71it/s]
19589it [02:08, 302.88it/s]
19620it [02:08, 293.29it/s]
19650it [02:08, 293.71it/s]
19680it [02:08, 286.29it/s]
19709it [02:08, 272.54it/s]
19737it [02:08, 271.71it/s]
19765it [02:08, 264.94it/s]
19792it [02:08, 255.43it/s]
19818it [02:09, 247.22it/s]
19843it [02:09, 238.39it/s]
19867it [02:09, 237.46it/s]
19891it [02:09, 230.24it/s]
19920it [02:09, 245.82it/s]
19951it [02:09, 261.06it/s]
19983it [02:09, 276.55it/s]
20017it [02:09, 294.35it/s]
20047it [02:09, 294.58it/s]
20078it [02:09, 298.56it/s]
20108it [02:10, 283.82it/s]
20138it [02:10, 286.52it/s]
20169it [02:10, 289.98it/s]
20202it [02:10, 299.57it/s]
20233it [02:10, 282.60it/s]
20262it [02:10, 261.60it/s]
20289it [02:10, 247.84it/s]
20317it [02:10, 253.10it/s]
20345it [02:10, 255.14it/s]
20371it [02:11, 248.06it/s]
20400it [02:11, 257.47it/s]
20429it [02:11, 265.48it/s]
20459it [02:11, 275.14it/s]
20487it [02:11, 271.39it/s]
20521it [02:11, 289.76it/s]
20551it [02:11, 289.22it/s]
20581it [02:11, 289.85it/s]
20611it [02:11, 285.93it/s]
20640it [02:12, 286.35it/s]
20669it [02:12, 264.44it/s]
20696it [02:12, 259.52it/s]
20723it [02:12, 244.55it/s]
20750it [02:12, 250.12it/s]
20776it [02:12, 241.49it/s]
20801it [02:12, 242.07it/s]
20826it [02:12, 243.44it/s]
20851it [02:12, 240.92it/s]
20877it [02:13, 239.67it/s]
20902it [02:13, 238.49it/s]
20932it [02:13, 255.56it/s]
20958it [02:13, 256.30it/s]
20985it [02:13, 258.10it/s]
21018it [02:13, 279.08it/s]
21046it [02:13, 268.11it/s]
21073it [02:13, 262.97it/s]
21101it [02:13, 264.51it/s]
21128it [02:13, 255.32it/s]
21154it [02:14, 252.23it/s]
21180it [02:14, 243.56it/s]
21205it [02:14, 244.11it/s]
21230it [02:14, 238.02it/s]
21254it [02:14, 222.32it/s]
21277it [02:14, 218.30it/s]
21299it [02:14, 210.02it/s]
21326it [02:14, 226.35it/s]
21350it [02:14, 227.15it/s]
21373it [02:15, 221.10it/s]
21396it [02:15, 216.25it/s]
21418it [02:15, 211.62it/s]
21441it [02:15, 211.96it/s]
21464it [02:15, 216.20it/s]
21486it [02:15, 212.09it/s]
21509it [02:15, 216.82it/s]
21532it [02:15, 219.36it/s]
21555it [02:15, 221.37it/s]
21578it [02:16, 221.72it/s]
21602it [02:16, 224.86it/s]
21627it [02:16, 231.71it/s]
21653it [02:16, 238.67it/s]
21678it [02:16, 241.13it/s]
21707it [02:16, 253.20it/s]
21733it [02:16, 234.24it/s]
21760it [02:16, 242.82it/s]
21785it [02:16, 238.33it/s]
21810it [02:16, 234.26it/s]
21834it [02:17, 232.59it/s]
21861it [02:17, 242.38it/s]
21888it [02:17, 249.32it/s]
21917it [02:17, 260.40it/s]
21944it [02:17, 244.57it/s]
21971it [02:17, 251.33it/s]
22000it [02:17, 256.41it/s]
22026it [02:17, 252.53it/s]
22052it [02:17, 235.91it/s]
22076it [02:18, 225.59it/s]
22099it [02:18, 224.18it/s]
22123it [02:18, 221.95it/s]
22148it [02:18, 229.71it/s]
22178it [02:18, 246.43it/s]
22208it [02:18, 261.04it/s]
22235it [02:18, 262.17it/s]
22262it [02:18, 250.37it/s]
22290it [02:18, 258.24it/s]
22320it [02:19, 261.43it/s]
22348it [02:19, 265.48it/s]
22375it [02:19, 265.47it/s]
22402it [02:19, 252.45it/s]
22428it [02:19, 246.16it/s]
22453it [02:19, 243.67it/s]
22478it [02:19, 241.68it/s]
22504it [02:19, 244.08it/s]
22529it [02:19, 243.14it/s]
22554it [02:20, 228.27it/s]
22578it [02:20, 226.17it/s]
22601it [02:20, 223.64it/s]
22624it [02:20, 222.27it/s]
22653it [02:20, 239.96it/s]
22683it [02:20, 254.80it/s]
22713it [02:20, 267.25it/s]
22740it [02:20, 265.43it/s]
22767it [02:20, 256.53it/s]
22795it [02:20, 261.79it/s]
22824it [02:21, 268.66it/s]
22851it [02:21, 266.82it/s]
22878it [02:21, 259.82it/s]
22906it [02:21, 265.35it/s]
22933it [02:21, 264.61it/s]
22960it [02:21, 237.16it/s]
22989it [02:21, 251.13it/s]
23015it [02:21, 252.52it/s]
23041it [02:21, 253.19it/s]
23067it [02:22, 248.55it/s]
23093it [02:22, 249.07it/s]
23119it [02:22, 251.70it/s]
23150it [02:22, 267.16it/s]
23177it [02:22, 264.51it/s]
23204it [02:22, 261.92it/s]
23234it [02:22, 271.34it/s]
23262it [02:22, 271.96it/s]
23293it [02:22, 282.93it/s]
23327it [02:22, 297.87it/s]
23358it [02:23, 299.69it/s]
23388it [02:23, 295.02it/s]
23418it [02:23, 226.52it/s]
23444it [02:23, 223.37it/s]
23469it [02:23, 227.30it/s]
23495it [02:23, 234.38it/s]
23522it [02:23, 243.71it/s]
23548it [02:23, 200.50it/s]
23570it [02:24, 186.64it/s]
23596it [02:24, 203.02it/s]
23624it [02:24, 220.92it/s]
23651it [02:24, 231.71it/s]
23676it [02:24, 229.96it/s]
23705it [02:24, 244.03it/s]
23730it [02:24, 234.68it/s]
23757it [02:24, 242.96it/s]
23782it [02:24, 237.55it/s]
23807it [02:25, 235.63it/s]
23832it [02:25, 233.43it/s]
23857it [02:25, 236.82it/s]
23885it [02:25, 247.73it/s]
23911it [02:25, 251.08it/s]
23937it [02:25, 235.36it/s]
23961it [02:25, 236.41it/s]
23985it [02:25, 229.19it/s]
24009it [02:25, 226.22it/s]
24033it [02:26, 229.43it/s]
24059it [02:26, 232.60it/s]
24088it [02:26, 248.12it/s]
24113it [02:26, 241.72it/s]
24139it [02:26, 245.41it/s]
24165it [02:26, 248.88it/s]
24197it [02:26, 260.96it/s]
24226it [02:26, 269.14it/s]
24253it [02:26, 262.39it/s]
24280it [02:26, 256.44it/s]
24306it [02:27, 231.88it/s]
24330it [02:27, 228.68it/s]
24354it [02:27, 227.98it/s]
24381it [02:27, 233.22it/s]
24405it [02:27, 233.47it/s]
24429it [02:27, 222.99it/s]
24455it [02:27, 232.96it/s]
24482it [02:27, 243.25it/s]
24513it [02:27, 261.53it/s]
24548it [02:28, 282.54it/s]
24580it [02:28, 291.31it/s]
24611it [02:28, 294.83it/s]
24643it [02:28, 301.04it/s]
24676it [02:28, 307.04it/s]
24711it [02:28, 317.81it/s]
24744it [02:28, 320.83it/s]
24777it [02:28, 321.03it/s]
24810it [02:28, 294.44it/s]
24840it [02:29, 282.57it/s]
24873it [02:29, 295.31it/s]
24905it [02:29, 299.65it/s]
24936it [02:29, 282.52it/s]
24965it [02:29, 268.20it/s]
24994it [02:29, 273.84it/s]
25026it [02:29, 285.35it/s]
25057it [02:29, 291.96it/s]
25089it [02:29, 298.27it/s]
25120it [02:30, 295.94it/s]
25154it [02:30, 304.90it/s]
25185it [02:30, 300.72it/s]
25218it [02:30, 306.24it/s]
25249it [02:30, 300.44it/s]
25280it [02:30, 299.44it/s]
25310it [02:30, 297.18it/s]
25341it [02:30, 299.71it/s]
25374it [02:30, 308.48it/s]
25405it [02:30, 307.20it/s]
25436it [02:31, 297.54it/s]
25466it [02:31, 283.31it/s]
25495it [02:31, 262.82it/s]
25522it [02:31, 264.75it/s]
25549it [02:31, 251.06it/s]
25575it [02:31, 243.68it/s]
25601it [02:31, 246.09it/s]
25628it [02:31, 251.47it/s]
25654it [02:31, 250.05it/s]
25681it [02:32, 255.74it/s]
25708it [02:32, 259.66it/s]
25735it [02:32, 257.11it/s]
25762it [02:32, 258.03it/s]
25788it [02:32, 251.24it/s]
25814it [02:32, 250.63it/s]
25840it [02:32, 247.58it/s]
25868it [02:32, 254.76it/s]
25894it [02:32, 253.83it/s]
25922it [02:32, 258.81it/s]
25948it [02:33, 252.03it/s]
25974it [02:33, 248.32it/s]
25999it [02:33, 244.55it/s]
26024it [02:33, 239.15it/s]
26048it [02:33, 208.79it/s]
26074it [02:33, 217.12it/s]
26097it [02:33, 190.99it/s]
26117it [02:33, 191.71it/s]
26137it [02:34, 186.94it/s]
26161it [02:34, 199.06it/s]
26182it [02:34, 198.41it/s]
26206it [02:34, 208.57it/s]
26230it [02:34, 216.76it/s]
26252it [02:34, 205.42it/s]
26273it [02:34, 201.67it/s]
26299it [02:34, 217.45it/s]
26322it [02:34, 219.90it/s]
26345it [02:35, 219.29it/s]
26368it [02:35, 212.73it/s]
26390it [02:35, 200.36it/s]
26411it [02:35, 200.39it/s]
26438it [02:35, 216.11it/s]
26464it [02:35, 226.73it/s]
26493it [02:35, 243.34it/s]
26523it [02:35, 255.29it/s]
26552it [02:35, 265.08it/s]
26579it [02:35, 258.48it/s]
26606it [02:36, 260.43it/s]
26633it [02:36, 261.19it/s]
26660it [02:36, 246.30it/s]
26685it [02:36, 234.65it/s]
26709it [02:36, 227.91it/s]
26732it [02:36, 226.79it/s]
26757it [02:36, 230.34it/s]
26783it [02:36, 237.68it/s]
26807it [02:37, 206.52it/s]
26836it [02:37, 225.81it/s]
26863it [02:37, 236.46it/s]
26889it [02:37, 240.16it/s]
26914it [02:37, 241.98it/s]
26942it [02:37, 251.57it/s]
26969it [02:37, 256.65it/s]
26995it [02:37, 255.79it/s]
27021it [02:37, 253.38it/s]
27050it [02:37, 262.50it/s]
27078it [02:38, 263.27it/s]
27107it [02:38, 265.77it/s]
27134it [02:38, 248.97it/s]
27160it [02:38, 251.38it/s]
27187it [02:38, 254.96it/s]
27213it [02:38, 252.86it/s]
27239it [02:38, 224.15it/s]
27263it [02:38, 225.96it/s]
27287it [02:38, 225.86it/s]
27311it [02:39, 229.42it/s]
27335it [02:39, 210.16it/s]
27357it [02:39, 205.03it/s]
27378it [02:39, 203.19it/s]
27401it [02:39, 209.11it/s]
27423it [02:39, 204.83it/s]
27452it [02:39, 228.52it/s]
27477it [02:39, 234.49it/s]
27503it [02:39, 240.44it/s]
27531it [02:40, 249.60it/s]
27557it [02:40, 251.82it/s]
27583it [02:40, 248.90it/s]
27612it [02:40, 260.70it/s]
27640it [02:40, 264.50it/s]
27667it [02:40, 228.78it/s]
27691it [02:40, 215.91it/s]
27714it [02:40, 217.87it/s]
27737it [02:40, 217.11it/s]
27760it [02:41, 204.85it/s]
27781it [02:41, 193.61it/s]
27803it [02:41, 200.24it/s]
27830it [02:41, 218.51it/s]
27861it [02:41, 241.53it/s]
27887it [02:41, 245.39it/s]
27913it [02:41, 249.04it/s]
27939it [02:41, 249.50it/s]
27970it [02:41, 266.72it/s]
27998it [02:41, 268.01it/s]
28025it [02:42, 203.53it/s]
28048it [02:42, 170.90it/s]
28068it [02:42, 175.12it/s]
28088it [02:42, 176.38it/s]
28107it [02:42, 176.67it/s]
28126it [02:42, 139.69it/s]
28150it [02:43, 161.80it/s]
28174it [02:43, 180.26it/s]
28205it [02:43, 212.41it/s]
28229it [02:43, 215.48it/s]
28256it [02:43, 228.19it/s]
28282it [02:43, 235.79it/s]
28308it [02:43, 241.60it/s]
28335it [02:43, 246.93it/s]
28361it [02:43, 240.44it/s]
28386it [02:43, 234.59it/s]
28411it [02:44, 238.32it/s]
28438it [02:44, 245.79it/s]
28467it [02:44, 257.18it/s]
28494it [02:44, 260.57it/s]
28521it [02:44, 256.23it/s]
28547it [02:44, 256.14it/s]
28573it [02:44, 250.99it/s]
28601it [02:44, 255.17it/s]
28627it [02:44, 250.38it/s]
28653it [02:45, 240.54it/s]
28678it [02:45, 239.40it/s]
28703it [02:45, 235.16it/s]
28730it [02:45, 241.92it/s]
28759it [02:45, 252.23it/s]
28785it [02:45, 251.36it/s]
28811it [02:45, 242.09it/s]
28837it [02:45, 246.04it/s]
28862it [02:45, 240.01it/s]
28889it [02:45, 246.72it/s]
28914it [02:46, 243.02it/s]
28939it [02:46, 243.25it/s]
28964it [02:46, 233.28it/s]
28994it [02:46, 251.20it/s]
29020it [02:46, 250.97it/s]
29046it [02:46, 253.27it/s]
29076it [02:46, 263.90it/s]
29108it [02:46, 276.17it/s]
29136it [02:46, 273.07it/s]
29164it [02:47, 274.75it/s]
29195it [02:47, 283.36it/s]
29224it [02:47, 267.72it/s]
29251it [02:47, 254.80it/s]
29278it [02:47, 252.02it/s]
29304it [02:47, 252.21it/s]
29333it [02:47, 262.02it/s]
29361it [02:47, 266.19it/s]
29388it [02:47, 259.06it/s]
29415it [02:48, 258.75it/s]
29444it [02:48, 266.42it/s]
29472it [02:48, 267.97it/s]
29503it [02:48, 275.18it/s]
29531it [02:48, 266.63it/s]
29562it [02:48, 274.61it/s]
29590it [02:48, 266.69it/s]
29617it [02:48, 253.80it/s]
29643it [02:48, 238.10it/s]
29668it [02:49, 231.44it/s]
29692it [02:49, 229.97it/s]
29717it [02:49, 234.20it/s]
29747it [02:49, 251.70it/s]
29775it [02:49, 259.70it/s]
29802it [02:49, 255.20it/s]
29828it [02:49, 240.09it/s]
29853it [02:49, 225.28it/s]
29878it [02:49, 231.00it/s]
29902it [02:49, 233.48it/s]
29927it [02:50, 237.60it/s]
29955it [02:50, 248.60it/s]
29988it [02:50, 271.06it/s]
30016it [02:50, 269.96it/s]
30047it [02:50, 279.56it/s]
30081it [02:50, 295.43it/s]
30112it [02:50, 299.13it/s]
30144it [02:50, 304.25it/s]
30175it [02:50, 305.13it/s]
30206it [02:51, 303.75it/s]
30237it [02:51, 294.12it/s]
30268it [02:51, 294.38it/s]
30298it [02:51, 287.35it/s]
30327it [02:51, 281.68it/s]
30356it [02:51, 263.64it/s]
30384it [02:51, 266.28it/s]
30412it [02:51, 267.91it/s]
30439it [02:51, 257.03it/s]
30466it [02:52, 259.48it/s]
30493it [02:52, 254.95it/s]
30519it [02:52, 250.90it/s]
30545it [02:52, 237.71it/s]
30575it [02:52, 253.58it/s]
30601it [02:52, 252.27it/s]
30630it [02:52, 261.00it/s]
30660it [02:52, 270.33it/s]
30689it [02:52, 274.07it/s]
30717it [02:52, 272.09it/s]
30747it [02:53, 278.60it/s]
30778it [02:53, 287.00it/s]
30808it [02:53, 289.35it/s]
30839it [02:53, 294.79it/s]
30871it [02:53, 300.36it/s]
30903it [02:53, 305.58it/s]
30934it [02:53, 295.56it/s]
30964it [02:53, 291.17it/s]
30994it [02:53, 284.51it/s]
31023it [02:54, 262.10it/s]
31050it [02:54, 249.51it/s]
31079it [02:54, 259.68it/s]
31106it [02:54, 260.39it/s]
31135it [02:54, 268.13it/s]
31163it [02:54, 259.78it/s]
31190it [02:54, 251.02it/s]
31216it [02:54, 229.24it/s]
31241it [02:54, 233.27it/s]
31268it [02:55, 243.11it/s]
31293it [02:55, 243.60it/s]
31319it [02:55, 246.36it/s]
31347it [02:55, 255.23it/s]
31374it [02:55, 258.09it/s]
31401it [02:55, 261.14it/s]
31428it [02:55, 262.17it/s]
31458it [02:55, 269.43it/s]
31487it [02:55, 273.87it/s]
31517it [02:55, 277.43it/s]
31545it [02:56, 252.68it/s]
31572it [02:56, 257.28it/s]
31600it [02:56, 262.70it/s]
31627it [02:56, 260.23it/s]
31654it [02:56, 252.50it/s]
31680it [02:56, 254.22it/s]
31706it [02:56, 245.87it/s]
31731it [02:56, 226.75it/s]
31754it [02:56, 224.79it/s]
31780it [02:57, 234.48it/s]
31804it [02:57, 230.21it/s]
31828it [02:57, 224.90it/s]
31854it [02:57, 232.75it/s]
31878it [02:57, 223.47it/s]
31901it [02:57, 201.50it/s]
31922it [02:57, 186.94it/s]
31951it [02:57, 212.38it/s]
31975it [02:57, 219.37it/s]
32002it [02:58, 232.49it/s]
32026it [02:58, 230.79it/s]
32052it [02:58, 237.62it/s]
32081it [02:58, 250.43it/s]
32108it [02:58, 251.96it/s]
32137it [02:58, 261.10it/s]
32164it [02:58, 247.51it/s]
32189it [02:58, 245.36it/s]
32214it [02:58, 240.23it/s]
32239it [02:59, 224.35it/s]
32262it [02:59, 216.39it/s]
32284it [02:59, 185.52it/s]
32304it [02:59, 180.42it/s]
32331it [02:59, 202.85it/s]
32359it [02:59, 222.10it/s]
32383it [02:59, 223.21it/s]
32406it [02:59, 222.67it/s]
32429it [02:59, 220.90it/s]
32452it [03:00, 218.07it/s]
32481it [03:00, 235.91it/s]
32506it [03:00, 238.16it/s]
32536it [03:00, 254.15it/s]
32562it [03:00, 239.47it/s]
32587it [03:00, 216.70it/s]
32610it [03:00, 211.56it/s]
32638it [03:00, 225.56it/s]
32661it [03:01, 222.75it/s]
32684it [03:01, 198.39it/s]
32713it [03:01, 217.60it/s]
32737it [03:01, 220.52it/s]
32766it [03:01, 238.98it/s]
32792it [03:01, 244.17it/s]
32818it [03:01, 246.47it/s]
32843it [03:01, 245.59it/s]
32868it [03:01, 235.01it/s]
32892it [03:01, 235.23it/s]
32916it [03:02, 231.15it/s]
32940it [03:02, 225.10it/s]
32965it [03:02, 231.17it/s]
32989it [03:02, 200.59it/s]
33012it [03:02, 205.78it/s]
33034it [03:02, 207.99it/s]
33060it [03:02, 221.43it/s]
33083it [03:02, 219.81it/s]
33106it [03:03, 188.95it/s]
33134it [03:03, 210.08it/s]
33161it [03:03, 225.15it/s]
33185it [03:03, 220.87it/s]
33209it [03:03, 224.77it/s]
33234it [03:03, 230.50it/s]
33258it [03:03, 230.74it/s]
33283it [03:03, 232.41it/s]
33307it [03:03, 199.71it/s]
33328it [03:04, 191.84it/s]
33351it [03:04, 201.61it/s]
33372it [03:04, 193.31it/s]
33392it [03:04, 191.15it/s]
33412it [03:04, 159.43it/s]
33436it [03:04, 178.93it/s]
33465it [03:04, 206.07it/s]
33487it [03:04, 187.29it/s]
33507it [03:05, 151.64it/s]
33524it [03:05, 123.38it/s]
33545it [03:05, 140.24it/s]
33562it [03:05, 102.10it/s]
33575it [03:05, 95.81it/s]
33587it [03:06, 88.67it/s]
33606it [03:06, 108.12it/s]
33628it [03:06, 131.62it/s]
33652it [03:06, 155.59it/s]
33678it [03:06, 180.47it/s]
33702it [03:06, 193.91it/s]
33724it [03:06, 199.83it/s]
33750it [03:06, 215.20it/s]
33776it [03:06, 227.26it/s]
33800it [03:06, 228.16it/s]
33825it [03:07, 233.50it/s]
33854it [03:07, 248.74it/s]
33881it [03:07, 253.07it/s]
33907it [03:07, 254.64it/s]
33936it [03:07, 264.04it/s]
33963it [03:07, 253.98it/s]
33991it [03:07, 258.36it/s]
34020it [03:07, 265.40it/s]
34048it [03:07, 265.20it/s]
34075it [03:08, 250.27it/s]
34101it [03:08, 246.60it/s]
34128it [03:08, 252.32it/s]
34154it [03:08, 236.84it/s]
34179it [03:08, 239.50it/s]
34204it [03:08, 236.21it/s]
34229it [03:08, 235.68it/s]
34254it [03:08, 239.66it/s]
34279it [03:08, 240.67it/s]
34304it [03:09, 223.14it/s]
34333it [03:09, 238.33it/s]
34359it [03:09, 241.56it/s]
34385it [03:09, 245.93it/s]
34411it [03:09, 249.04it/s]
34437it [03:09, 243.99it/s]
34463it [03:09, 247.23it/s]
34488it [03:09, 239.69it/s]
34514it [03:09, 243.99it/s]
34539it [03:09, 244.61it/s]
34564it [03:10, 244.32it/s]
34593it [03:10, 255.11it/s]
34619it [03:10, 242.74it/s]
34644it [03:10, 231.02it/s]
34669it [03:10, 233.58it/s]
34697it [03:10, 242.94it/s]
34722it [03:10, 238.66it/s]
34747it [03:10, 241.37it/s]
34772it [03:10, 242.67it/s]
34800it [03:11, 249.07it/s]
34826it [03:11, 251.31it/s]
34852it [03:11, 239.68it/s]
34877it [03:11, 233.54it/s]
34901it [03:11, 231.17it/s]
34925it [03:11, 230.12it/s]
34949it [03:11, 228.28it/s]
34975it [03:11, 236.58it/s]
34999it [03:11, 231.60it/s]
35023it [03:12, 230.51it/s]
35048it [03:12, 234.45it/s]
35073it [03:12, 236.27it/s]
35101it [03:12, 247.01it/s]
35126it [03:12, 245.24it/s]
35152it [03:12, 249.23it/s]
35179it [03:12, 253.55it/s]
35205it [03:12, 248.57it/s]
35232it [03:12, 252.31it/s]
35258it [03:12, 244.29it/s]
35283it [03:13, 239.31it/s]
35307it [03:13, 237.63it/s]
35334it [03:13, 244.65it/s]
35359it [03:13, 239.72it/s]
35384it [03:13, 242.53it/s]
35409it [03:13, 218.86it/s]
35434it [03:13, 225.89it/s]
35465it [03:13, 248.56it/s]
35491it [03:13, 250.67it/s]
35518it [03:14, 252.90it/s]
35546it [03:14, 256.72it/s]
35572it [03:14, 244.22it/s]
35600it [03:14, 249.46it/s]
35626it [03:14, 251.38it/s]
35652it [03:14, 252.13it/s]
35678it [03:14, 253.24it/s]
35705it [03:14, 258.12it/s]
35732it [03:14, 254.98it/s]
35760it [03:14, 257.68it/s]
35786it [03:15, 252.75it/s]
35812it [03:15, 250.29it/s]
35840it [03:15, 257.92it/s]
35866it [03:15, 252.79it/s]
35892it [03:15, 250.22it/s]
35919it [03:15, 252.42it/s]
35946it [03:15, 254.22it/s]
35972it [03:15, 243.83it/s]
35999it [03:15, 248.41it/s]
36024it [03:16, 236.52it/s]
36050it [03:16, 242.41it/s]
36076it [03:16, 246.79it/s]
36102it [03:16, 248.94it/s]
36131it [03:16, 260.32it/s]
36160it [03:16, 266.22it/s]
36187it [03:16, 266.77it/s]
36219it [03:16, 281.61it/s]
36248it [03:16, 275.65it/s]
36277it [03:17, 272.92it/s]
36308it [03:17, 282.72it/s]
36337it [03:17, 278.57it/s]
36367it [03:17, 282.42it/s]
36396it [03:17, 271.59it/s]
36424it [03:17, 271.70it/s]
36453it [03:17, 274.86it/s]
36482it [03:17, 277.67it/s]
36513it [03:17, 281.67it/s]
36542it [03:17, 278.85it/s]
36570it [03:18, 278.21it/s]
36602it [03:18, 287.07it/s]
36633it [03:18, 293.09it/s]
36663it [03:18, 277.31it/s]
36691it [03:18, 268.46it/s]
36719it [03:18, 270.82it/s]
36747it [03:18, 263.33it/s]
36774it [03:18, 259.69it/s]
36804it [03:18, 263.84it/s]
36833it [03:19, 269.67it/s]
36861it [03:19, 271.46it/s]
36889it [03:19, 268.49it/s]
36916it [03:19, 264.62it/s]
36946it [03:19, 273.20it/s]
36976it [03:19, 278.22it/s]
37005it [03:19, 279.97it/s]
37035it [03:19, 282.13it/s]
37064it [03:19, 283.96it/s]
37095it [03:19, 289.26it/s]
37124it [03:20, 282.68it/s]
37153it [03:20, 268.22it/s]
37180it [03:20, 260.02it/s]
37208it [03:20, 263.86it/s]
37236it [03:20, 267.76it/s]
37263it [03:20, 264.43it/s]
37298it [03:20, 287.26it/s]
37327it [03:20, 284.80it/s]
37356it [03:20, 280.33it/s]
37390it [03:21, 294.52it/s]
37422it [03:21, 301.13it/s]
37453it [03:21, 295.86it/s]
37483it [03:21, 292.62it/s]
37513it [03:21, 254.48it/s]
37540it [03:21, 256.67it/s]
37567it [03:21, 257.90it/s]
37597it [03:21, 267.22it/s]
37625it [03:21, 265.91it/s]
37653it [03:22, 269.51it/s]
37681it [03:22, 251.09it/s]
37707it [03:22, 249.95it/s]
37733it [03:22, 251.94it/s]
37759it [03:22, 247.57it/s]
37784it [03:22, 244.32it/s]
37809it [03:22, 237.70it/s]
37835it [03:22, 241.34it/s]
37860it [03:22, 241.37it/s]
37890it [03:22, 257.03it/s]
37921it [03:23, 271.21it/s]
37949it [03:23, 268.10it/s]
37976it [03:23, 267.30it/s]
38003it [03:23, 261.96it/s]
38030it [03:23, 212.40it/s]
38055it [03:23, 220.75it/s]
38080it [03:23, 226.78it/s]
38104it [03:23, 229.78it/s]
38129it [03:23, 234.29it/s]
38154it [03:24, 237.47it/s]
38179it [03:24, 235.97it/s]
38203it [03:24, 230.46it/s]
38227it [03:24, 228.55it/s]
38250it [03:24, 228.22it/s]
38274it [03:24, 228.93it/s]
38297it [03:24, 225.77it/s]
38322it [03:24, 229.89it/s]
38346it [03:24, 216.01it/s]
38368it [03:25, 211.96it/s]
38391it [03:25, 213.82it/s]
38413it [03:25, 185.78it/s]
38437it [03:25, 197.81it/s]
38462it [03:25, 211.51it/s]
38484it [03:25, 212.36it/s]
38509it [03:25, 220.79it/s]
38533it [03:25, 225.19it/s]
38559it [03:25, 233.91it/s]
38583it [03:26, 227.14it/s]
38607it [03:26, 226.57it/s]
38631it [03:26, 229.91it/s]
38656it [03:26, 232.91it/s]
38681it [03:26, 235.47it/s]
38706it [03:26, 238.37it/s]
38730it [03:26, 224.03it/s]
38755it [03:26, 225.10it/s]
38778it [03:26, 224.99it/s]
38801it [03:27, 220.69it/s]
38824it [03:27, 197.58it/s]
38845it [03:27, 162.97it/s]
38869it [03:27, 179.29it/s]
38892it [03:27, 191.85it/s]
38915it [03:27, 200.86it/s]
38942it [03:27, 219.42it/s]
38967it [03:27, 227.93it/s]
38992it [03:27, 233.36it/s]
39016it [03:28, 232.18it/s]
39043it [03:28, 242.43it/s]
39068it [03:28, 224.04it/s]
39091it [03:28, 190.23it/s]
39112it [03:28, 183.05it/s]
39135it [03:28, 193.85it/s]
39156it [03:28, 197.50it/s]
39177it [03:28, 198.03it/s]
39198it [03:28, 201.04it/s]
39219it [03:29, 189.30it/s]
39239it [03:29, 187.09it/s]
39258it [03:29, 170.98it/s]
39280it [03:29, 183.55it/s]
39307it [03:29, 205.97it/s]
39336it [03:29, 222.46it/s]
39363it [03:29, 234.69it/s]
39390it [03:29, 243.10it/s]
39416it [03:29, 246.82it/s]
39441it [03:30, 241.04it/s]
39466it [03:30, 224.50it/s]
39489it [03:30, 222.94it/s]
39512it [03:30, 224.02it/s]
39538it [03:30, 233.68it/s]
39562it [03:30, 226.01it/s]
39585it [03:30, 178.26it/s]
39605it [03:31, 154.03it/s]
39628it [03:31, 169.24it/s]
39652it [03:31, 183.83it/s]
39674it [03:31, 188.56it/s]
39698it [03:31, 201.96it/s]
39720it [03:31, 195.80it/s]
39741it [03:31, 196.62it/s]
39762it [03:31, 187.68it/s]
39782it [03:32, 144.48it/s]
39801it [03:32, 154.05it/s]
39818it [03:32, 138.96it/s]
39834it [03:32, 129.87it/s]
39848it [03:32, 104.76it/s]
39860it [03:32, 84.09it/s]
39870it [03:33, 79.23it/s]
39879it [03:33, 79.92it/s]
39896it [03:33, 99.25it/s]
39927it [03:33, 148.20it/s]
39949it [03:33, 163.37it/s]
39976it [03:33, 191.03it/s]
40001it [03:33, 205.02it/s]
40027it [03:33, 216.99it/s]
40056it [03:33, 235.54it/s]
40082it [03:33, 241.99it/s]
40107it [03:34, 243.24it/s]
40133it [03:34, 247.02it/s]
40159it [03:34, 248.95it/s]
40185it [03:34, 246.96it/s]
40211it [03:34, 249.87it/s]
40237it [03:34, 248.34it/s]
40262it [03:34, 233.99it/s]
40286it [03:34, 227.55it/s]
40310it [03:34, 225.82it/s]
40336it [03:35, 231.60it/s]
40361it [03:35, 235.64it/s]
40385it [03:35, 230.15it/s]
40416it [03:35, 252.24it/s]
40442it [03:35, 244.51it/s]
40471it [03:35, 256.05it/s]
40497it [03:35, 244.95it/s]
40522it [03:35, 243.90it/s]
40551it [03:35, 253.66it/s]
40577it [03:35, 250.31it/s]
40603it [03:36, 234.21it/s]
40630it [03:36, 239.70it/s]
40655it [03:36, 238.97it/s]
40681it [03:36, 244.13it/s]
40707it [03:36, 243.70it/s]
40732it [03:36, 226.49it/s]
40755it [03:36, 224.38it/s]
40778it [03:36, 225.54it/s]
40801it [03:36, 219.53it/s]
40824it [03:37, 210.64it/s]
40853it [03:37, 229.56it/s]
40880it [03:37, 238.90it/s]
40908it [03:37, 249.65it/s]
40939it [03:37, 266.10it/s]
40966it [03:37, 266.69it/s]
40995it [03:37, 266.60it/s]
41022it [03:37, 255.90it/s]
41048it [03:37, 255.23it/s]
41075it [03:38, 258.05it/s]
41101it [03:38, 243.75it/s]
41127it [03:38, 247.42it/s]
41152it [03:38, 236.77it/s]
41176it [03:38, 229.23it/s]
41203it [03:38, 239.14it/s]
41228it [03:38, 240.29it/s]
41255it [03:38, 248.61it/s]
41285it [03:38, 258.41it/s]
41311it [03:39, 252.48it/s]
41337it [03:39, 251.14it/s]
41363it [03:39, 242.05it/s]
41388it [03:39, 234.40it/s]
41412it [03:39, 233.42it/s]
41437it [03:39, 237.65it/s]
41465it [03:39, 248.14it/s]
41490it [03:39, 241.43it/s]
41515it [03:39, 241.60it/s]
41543it [03:39, 251.60it/s]
41569it [03:40, 243.30it/s]
41595it [03:40, 247.06it/s]
41620it [03:40, 237.81it/s]
41644it [03:40, 228.63it/s]
41669it [03:40, 233.82it/s]
41698it [03:40, 248.12it/s]
41727it [03:40, 260.13it/s]
41754it [03:40, 257.06it/s]
41780it [03:40, 250.98it/s]
41809it [03:41, 260.97it/s]
41836it [03:41, 254.82it/s]
41862it [03:41, 241.65it/s]
41889it [03:41, 249.35it/s]
41922it [03:41, 270.37it/s]
41950it [03:41, 256.42it/s]
41976it [03:41, 244.56it/s]
42001it [03:41, 240.41it/s]
42031it [03:41, 254.23it/s]
42057it [03:42, 254.76it/s]
42083it [03:42, 240.14it/s]
42108it [03:42, 239.54it/s]
42133it [03:42, 236.83it/s]
42159it [03:42, 239.32it/s]
42185it [03:42, 242.23it/s]
42210it [03:42, 228.34it/s]
42234it [03:42, 228.13it/s]
42263it [03:42, 243.31it/s]
42288it [03:43, 245.13it/s]
42313it [03:43, 245.64it/s]
42340it [03:43, 252.57it/s]
42366it [03:43, 242.02it/s]
42392it [03:43, 245.63it/s]
42421it [03:43, 256.78it/s]
42449it [03:43, 262.71it/s]
42477it [03:43, 266.23it/s]
42504it [03:43, 263.82it/s]
42531it [03:43, 253.56it/s]
42559it [03:44, 259.56it/s]
42586it [03:44, 250.74it/s]
42612it [03:44, 243.96it/s]
42639it [03:44, 251.02it/s]
42670it [03:44, 266.45it/s]
42698it [03:44, 269.17it/s]
42726it [03:44, 259.81it/s]
42753it [03:44, 245.23it/s]
42779it [03:44, 246.09it/s]
42804it [03:45, 245.57it/s]
42830it [03:45, 249.43it/s]
42856it [03:45, 241.03it/s]
42882it [03:45, 246.01it/s]
42907it [03:45, 234.51it/s]
42938it [03:45, 254.23it/s]
42967it [03:45, 261.45it/s]
42994it [03:45, 247.62it/s]
43020it [03:45, 239.34it/s]
43048it [03:46, 249.20it/s]
43074it [03:46, 239.01it/s]
43102it [03:46, 250.28it/s]
43135it [03:46, 271.19it/s]
43163it [03:46, 267.80it/s]
43190it [03:46, 223.75it/s]
43215it [03:46, 228.58it/s]
43240it [03:46, 233.36it/s]
43265it [03:46, 218.82it/s]
43296it [03:47, 242.48it/s]
43322it [03:47, 240.36it/s]
43354it [03:47, 259.59it/s]
43381it [03:47, 262.23it/s]
43408it [03:47, 243.09it/s]
43433it [03:47, 236.93it/s]
43458it [03:47, 228.34it/s]
43482it [03:47, 231.44it/s]
43510it [03:47, 244.33it/s]
43540it [03:48, 258.10it/s]
43568it [03:48, 263.64it/s]
43596it [03:48, 266.53it/s]
43623it [03:48, 251.29it/s]
43649it [03:48, 253.62it/s]
43678it [03:48, 261.83it/s]
43705it [03:48, 244.21it/s]
43730it [03:48, 207.16it/s]
43757it [03:48, 222.05it/s]
43785it [03:49, 235.52it/s]
43815it [03:49, 252.29it/s]
43845it [03:49, 260.29it/s]
43872it [03:49, 257.17it/s]
43899it [03:49, 253.77it/s]
43926it [03:49, 256.72it/s]
43952it [03:49, 256.32it/s]
43978it [03:49, 252.29it/s]
44004it [03:49, 248.05it/s]
44034it [03:50, 255.70it/s]
44061it [03:50, 259.60it/s]
44088it [03:50, 261.91it/s]
44119it [03:50, 275.33it/s]
44151it [03:50, 287.20it/s]
44180it [03:50, 278.70it/s]
44209it [03:50, 280.29it/s]
44238it [03:50, 267.81it/s]
44265it [03:50, 227.22it/s]
44289it [03:51, 219.06it/s]
44318it [03:51, 237.21it/s]
44343it [03:51, 234.41it/s]
44367it [03:51, 232.66it/s]
44391it [03:51, 233.90it/s]
44416it [03:51, 235.62it/s]
44444it [03:51, 246.99it/s]
44469it [03:51, 236.60it/s]
44496it [03:51, 244.78it/s]
44522it [03:52, 245.88it/s]
44550it [03:52, 254.96it/s]
44576it [03:52, 245.74it/s]
44601it [03:52, 242.92it/s]
44626it [03:52, 236.24it/s]
44651it [03:52, 238.07it/s]
44675it [03:52, 213.61it/s]
44697it [03:52, 169.42it/s]
44721it [03:52, 184.70it/s]
44743it [03:53, 191.96it/s]
44768it [03:53, 204.89it/s]
44794it [03:53, 217.91it/s]
44820it [03:53, 229.34it/s]
44844it [03:53, 225.08it/s]
44872it [03:53, 237.03it/s]
44898it [03:53, 243.00it/s]
44923it [03:53, 244.45it/s]
44949it [03:53, 248.32it/s]
44975it [03:54, 249.69it/s]
45001it [03:54, 236.93it/s]
45025it [03:54, 211.45it/s]
45047it [03:54, 193.33it/s]
45067it [03:54, 163.69it/s]
45088it [03:54, 169.30it/s]
45114it [03:54, 190.26it/s]
45141it [03:54, 210.56it/s]
45165it [03:55, 212.22it/s]
45192it [03:55, 226.39it/s]
45220it [03:55, 239.85it/s]
45245it [03:55, 237.39it/s]
45270it [03:55, 238.40it/s]
45295it [03:55, 216.83it/s]
45318it [03:55, 215.01it/s]
45340it [03:55, 202.94it/s]
45361it [03:55, 191.26it/s]
45381it [03:56, 151.79it/s]
45405it [03:56, 168.77it/s]
45427it [03:56, 180.70it/s]
45449it [03:56, 189.99it/s]
45471it [03:56, 197.14it/s]
45495it [03:56, 206.65it/s]
45517it [03:56, 187.50it/s]
45541it [03:56, 198.10it/s]
45562it [03:57, 171.30it/s]
45581it [03:57, 135.76it/s]
45603it [03:57, 153.07it/s]
45623it [03:57, 162.48it/s]
45641it [03:57, 152.99it/s]
45658it [03:57, 111.81it/s]
45672it [03:58, 97.01it/s]
45684it [03:58, 77.32it/s]
45705it [03:58, 100.13it/s]
45731it [03:58, 131.53it/s]
45753it [03:58, 150.16it/s]
45779it [03:58, 175.83it/s]
45803it [03:58, 190.10it/s]
45828it [03:58, 204.94it/s]
45859it [03:59, 232.22it/s]
45884it [03:59, 237.17it/s]
45912it [03:59, 247.11it/s]
45938it [03:59, 240.03it/s]
45963it [03:59, 241.16it/s]
45988it [03:59, 233.71it/s]
46015it [03:59, 243.12it/s]
46040it [03:59, 237.21it/s]
46064it [03:59, 226.21it/s]
46094it [04:00, 244.50it/s]
46125it [04:00, 262.40it/s]
46152it [04:00, 256.75it/s]
46178it [04:00, 246.18it/s]
46203it [04:00, 244.46it/s]
46228it [04:00, 242.16it/s]
46253it [04:00, 241.29it/s]
46278it [04:00, 241.45it/s]
46305it [04:00, 244.72it/s]
46330it [04:01, 241.79it/s]
46355it [04:01, 227.41it/s]
46379it [04:01, 229.82it/s]
46403it [04:01, 230.38it/s]
46427it [04:01, 232.91it/s]
46451it [04:01, 229.18it/s]
46484it [04:01, 257.49it/s]
46511it [04:01, 260.51it/s]
46538it [04:01, 260.23it/s]
46565it [04:01, 254.09it/s]
46594it [04:02, 262.65it/s]
46621it [04:02, 263.27it/s]
46648it [04:02, 253.75it/s]
46674it [04:02, 243.39it/s]
46699it [04:02, 242.70it/s]
46724it [04:02, 244.57it/s]
46750it [04:02, 248.67it/s]
46776it [04:02, 249.00it/s]
46801it [04:02, 239.17it/s]
46826it [04:03, 233.08it/s]
46851it [04:03, 237.12it/s]
46878it [04:03, 243.59it/s]
46903it [04:03, 239.43it/s]
46928it [04:03, 224.13it/s]
46955it [04:03, 234.66it/s]
46979it [04:03, 228.79it/s]
47006it [04:03, 238.38it/s]
47032it [04:03, 235.54it/s]
47057it [04:04, 234.66it/s]
47082it [04:04, 238.55it/s]
47106it [04:04, 232.49it/s]
47130it [04:04, 232.94it/s]
47157it [04:04, 243.50it/s]
47182it [04:04, 244.17it/s]
47207it [04:04, 241.27it/s]
47232it [04:04, 242.79it/s]
47257it [04:04, 240.47it/s]
47282it [04:04, 233.13it/s]
47311it [04:05, 248.41it/s]
47337it [04:05, 251.63it/s]
47363it [04:05, 242.03it/s]
47388it [04:05, 242.39it/s]
47413it [04:05, 243.34it/s]
47438it [04:05, 240.92it/s]
47463it [04:05, 231.92it/s]
47489it [04:05, 238.47it/s]
47516it [04:05, 244.68it/s]
47544it [04:06, 249.91it/s]
47570it [04:06, 250.96it/s]
47596it [04:06, 243.34it/s]
47621it [04:06, 242.52it/s]
47646it [04:06, 242.87it/s]
47674it [04:06, 252.20it/s]
47705it [04:06, 263.97it/s]
47732it [04:06, 265.53it/s]
47759it [04:06, 264.38it/s]
47786it [04:06, 259.66it/s]
47812it [04:07, 241.86it/s]
47837it [04:07, 237.39it/s]
47861it [04:07, 237.45it/s]
47886it [04:07, 240.06it/s]
47911it [04:07, 235.43it/s]
47935it [04:07, 227.77it/s]
47962it [04:07, 239.23it/s]
47987it [04:07, 236.52it/s]
48013it [04:07, 241.11it/s]
48038it [04:08, 241.14it/s]
48067it [04:08, 254.34it/s]
48093it [04:08, 254.64it/s]
48119it [04:08, 248.31it/s]
48144it [04:08, 242.03it/s]
48169it [04:08, 215.49it/s]
48194it [04:08, 224.58it/s]
48217it [04:08, 197.18it/s]
48238it [04:08, 198.45it/s]
48266it [04:09, 217.83it/s]
48290it [04:09, 221.75it/s]
48315it [04:09, 229.45it/s]
48340it [04:09, 233.21it/s]
48369it [04:09, 247.27it/s]
48395it [04:09, 248.48it/s]
48421it [04:09, 237.66it/s]
48445it [04:09, 228.50it/s]
48470it [04:09, 231.85it/s]
48497it [04:10, 240.61it/s]
48522it [04:10, 242.90it/s]
48548it [04:10, 241.85it/s]
48576it [04:10, 250.30it/s]
48605it [04:10, 259.48it/s]
48632it [04:10, 250.80it/s]
48658it [04:10, 252.21it/s]
48684it [04:10, 185.25it/s]
48708it [04:11, 196.83it/s]
48731it [04:11, 203.30it/s]
48758it [04:11, 217.48it/s]
48785it [04:11, 231.35it/s]
48814it [04:11, 246.75it/s]
48840it [04:11, 241.63it/s]
48867it [04:11, 249.42it/s]
48893it [04:11, 244.24it/s]
48919it [04:11, 248.26it/s]
48945it [04:11, 248.41it/s]
48973it [04:12, 256.22it/s]
48999it [04:12, 233.20it/s]
49023it [04:12, 212.04it/s]
49045it [04:12, 210.71it/s]
49067it [04:12, 205.05it/s]
49088it [04:12, 181.55it/s]
49107it [04:12, 182.63it/s]
49130it [04:12, 194.31it/s]
49157it [04:13, 213.76it/s]
49184it [04:13, 226.62it/s]
49208it [04:13, 226.47it/s]
49236it [04:13, 240.43it/s]
49261it [04:13, 235.84it/s]
49285it [04:13, 229.08it/s]
49309it [04:13, 228.99it/s]
49335it [04:13, 237.46it/s]
49365it [04:13, 255.00it/s]
49393it [04:13, 259.39it/s]
49420it [04:14, 260.55it/s]
49447it [04:14, 259.87it/s]
49474it [04:14, 257.77it/s]
49504it [04:14, 265.70it/s]
49531it [04:14, 245.78it/s]
49556it [04:14, 202.76it/s]
49579it [04:14, 207.27it/s]
49605it [04:14, 219.73it/s]
49634it [04:14, 237.15it/s]
49664it [04:15, 251.43it/s]
49690it [04:15, 250.05it/s]
49716it [04:15, 239.63it/s]
49743it [04:15, 247.71it/s]
49769it [04:15, 244.95it/s]
49794it [04:15, 244.01it/s]
49820it [04:15, 242.55it/s]
49845it [04:15, 244.29it/s]
49870it [04:15, 243.91it/s]
49895it [04:16, 244.29it/s]
49920it [04:16, 241.91it/s]
49947it [04:16, 245.22it/s]
49975it [04:16, 254.17it/s]
50001it [04:16, 236.88it/s]
50025it [04:16, 224.71it/s]
50048it [04:16, 174.00it/s]
50072it [04:16, 187.56it/s]
50095it [04:17, 196.69it/s]
50116it [04:17, 194.86it/s]
50142it [04:17, 211.47it/s]
50167it [04:17, 220.52it/s]
50196it [04:17, 238.07it/s]
50222it [04:17, 240.38it/s]
50247it [04:17, 234.72it/s]
50271it [04:17, 228.52it/s]
50296it [04:17, 231.64it/s]
50320it [04:18, 213.29it/s]
50342it [04:18, 156.01it/s]
50363it [04:18, 167.12it/s]
50385it [04:18, 176.60it/s]
50411it [04:18, 196.32it/s]
50433it [04:18, 198.18it/s]
50455it [04:18, 202.88it/s]
50477it [04:18, 201.44it/s]
50498it [04:19, 180.56it/s]
50517it [04:19, 168.01it/s]
50535it [04:19, 130.75it/s]
50554it [04:19, 141.37it/s]
50576it [04:19, 157.07it/s]
50594it [04:19, 138.47it/s]
50610it [04:20, 89.84it/s]
50622it [04:20, 73.41it/s]
50647it [04:20, 100.72it/s]
50668it [04:20, 119.95it/s]
50693it [04:20, 146.37it/s]
50715it [04:20, 161.10it/s]
50735it [04:20, 161.17it/s]
50757it [04:21, 175.47it/s]
50779it [04:21, 186.20it/s]
50801it [04:21, 195.12it/s]
50822it [04:21, 195.51it/s]
50843it [04:21, 196.51it/s]
50864it [04:21, 190.23it/s]
50884it [04:21, 181.02it/s]
50903it [04:21, 182.96it/s]
50922it [04:21, 180.38it/s]
50946it [04:22, 196.86it/s]
50970it [04:22, 205.49it/s]
50998it [04:22, 223.87it/s]
51021it [04:22, 220.58it/s]
51046it [04:22, 227.71it/s]
51071it [04:22, 231.69it/s]
51095it [04:22, 226.34it/s]
51118it [04:22, 203.65it/s]
51139it [04:22, 190.74it/s]
51161it [04:23, 197.46it/s]
51183it [04:23, 202.67it/s]
51206it [04:23, 209.17it/s]
51230it [04:23, 217.68it/s]
51252it [04:23, 205.51it/s]
51275it [04:23, 205.93it/s]
51298it [04:23, 212.31it/s]
51323it [04:23, 222.89it/s]
51348it [04:23, 230.20it/s]
51374it [04:23, 237.21it/s]
51399it [04:24, 238.07it/s]
51423it [04:24, 231.22it/s]
51447it [04:24, 230.51it/s]
51471it [04:24, 230.42it/s]
51495it [04:24, 231.81it/s]
51522it [04:24, 242.75it/s]
51552it [04:24, 256.61it/s]
51582it [04:24, 268.42it/s]
51609it [04:24, 265.04it/s]
51639it [04:24, 272.83it/s]
51667it [04:25, 217.53it/s]
51691it [04:25, 211.40it/s]
51715it [04:25, 218.22it/s]
51738it [04:25, 214.67it/s]
51761it [04:25, 211.98it/s]
51788it [04:25, 225.20it/s]
51811it [04:25, 221.12it/s]
51834it [04:25, 203.16it/s]
51859it [04:26, 214.94it/s]
51886it [04:26, 227.75it/s]
51913it [04:26, 236.74it/s]
51944it [04:26, 255.58it/s]
51972it [04:26, 261.84it/s]
52001it [04:26, 268.70it/s]
52029it [04:26, 267.75it/s]
52056it [04:26, 264.65it/s]
52083it [04:26, 243.18it/s]
52108it [04:27, 235.74it/s]
52132it [04:27, 232.45it/s]
52156it [04:27, 232.76it/s]
52180it [04:27, 228.95it/s]
52204it [04:27, 230.06it/s]
52230it [04:27, 234.75it/s]
52254it [04:27, 196.35it/s]
52275it [04:27, 196.73it/s]
52296it [04:27, 196.61it/s]
52326it [04:28, 224.13it/s]
52351it [04:28, 229.42it/s]
52375it [04:28, 214.29it/s]
52398it [04:28, 218.39it/s]
52425it [04:28, 230.21it/s]
52449it [04:28, 230.38it/s]
52473it [04:28, 229.40it/s]
52497it [04:28, 218.24it/s]
52526it [04:28, 237.80it/s]
52551it [04:29, 235.63it/s]
52575it [04:29, 211.19it/s]
52597it [04:29, 210.02it/s]
52619it [04:29, 209.65it/s]
52647it [04:29, 228.71it/s]
52673it [04:29, 234.06it/s]
52700it [04:29, 243.45it/s]
52725it [04:29, 235.15it/s]
52749it [04:29, 220.46it/s]
52772it [04:30, 190.33it/s]
52792it [04:30, 191.35it/s]
52812it [04:30, 186.16it/s]
52832it [04:30, 175.50it/s]
52851it [04:30, 177.97it/s]
52876it [04:30, 195.01it/s]
52902it [04:30, 212.66it/s]
52926it [04:30, 216.07it/s]
52950it [04:30, 221.16it/s]
52973it [04:31, 222.41it/s]
53001it [04:31, 238.19it/s]
53026it [04:31, 240.33it/s]
53051it [04:31, 227.22it/s]
53078it [04:31, 236.91it/s]
53103it [04:31, 239.96it/s]
53130it [04:31, 246.62it/s]
53155it [04:31, 236.21it/s]
53182it [04:31, 243.92it/s]
53207it [04:32, 207.08it/s]
53229it [04:32, 157.18it/s]
53248it [04:32, 153.46it/s]
53271it [04:32, 169.83it/s]
53290it [04:32, 172.48it/s]
53315it [04:32, 190.38it/s]
53340it [04:32, 204.60it/s]
53369it [04:32, 226.50it/s]
53394it [04:33, 230.59it/s]
53418it [04:33, 221.26it/s]
53441it [04:33, 223.31it/s]
53465it [04:33, 225.87it/s]
53488it [04:33, 194.83it/s]
53509it [04:33, 169.07it/s]
53528it [04:33, 159.75it/s]
53545it [04:34, 138.06it/s]
53570it [04:34, 163.15it/s]
53595it [04:34, 184.14it/s]
53615it [04:34, 186.71it/s]
53642it [04:34, 208.40it/s]
53666it [04:34, 216.75it/s]
53690it [04:34, 220.02it/s]
53717it [04:34, 231.08it/s]
53741it [04:34, 224.27it/s]
53764it [04:34, 220.26it/s]
53787it [04:35, 193.00it/s]
53808it [04:35, 156.11it/s]
53826it [04:35, 151.22it/s]
53848it [04:35, 167.02it/s]
53874it [04:35, 187.92it/s]
53896it [04:35, 194.38it/s]
53920it [04:35, 205.21it/s]
53945it [04:35, 214.90it/s]
53970it [04:36, 220.38it/s]
54000it [04:36, 242.49it/s]
54025it [04:36, 224.51it/s]
54048it [04:36, 216.49it/s]
54071it [04:36, 171.31it/s]
54090it [04:36, 147.55it/s]
54113it [04:36, 164.38it/s]
54134it [04:37, 174.66it/s]
54159it [04:37, 191.52it/s]
54180it [04:37, 190.44it/s]
54200it [04:37, 188.39it/s]
54220it [04:37, 163.92it/s]
54238it [04:37, 145.74it/s]
54254it [04:37, 132.53it/s]
54273it [04:37, 143.09it/s]
54291it [04:38, 151.00it/s]
54308it [04:38, 155.39it/s]
54325it [04:38, 139.86it/s]
54340it [04:38, 136.25it/s]
54355it [04:38, 114.10it/s]
54368it [04:38, 110.14it/s]
54380it [04:38, 83.13it/s]
54390it [04:39, 65.10it/s]
54410it [04:39, 88.71it/s]
54426it [04:39, 101.48it/s]
54444it [04:39, 118.38it/s]
54465it [04:39, 139.58it/s]
54486it [04:39, 154.20it/s]
54505it [04:39, 162.45it/s]
54524it [04:39, 169.04it/s]
54544it [04:40, 177.22it/s]
54563it [04:40, 180.15it/s]
54586it [04:40, 191.43it/s]
54609it [04:40, 202.45it/s]
54635it [04:40, 217.20it/s]
54659it [04:40, 222.74it/s]
54682it [04:40, 221.59it/s]
54705it [04:40, 204.47it/s]
54726it [04:40, 190.28it/s]
54746it [04:41, 179.83it/s]
54765it [04:41, 169.73it/s]
54785it [04:41, 176.72it/s]
54805it [04:41, 182.12it/s]
54824it [04:41, 181.89it/s]
54843it [04:41, 179.90it/s]
54862it [04:41, 176.63it/s]
54880it [04:41, 171.15it/s]
54903it [04:41, 187.07it/s]
54926it [04:42, 197.87it/s]
54951it [04:42, 212.57it/s]
54973it [04:42, 210.24it/s]
54995it [04:42, 194.19it/s]
55017it [04:42, 201.13it/s]
55038it [04:42, 175.98it/s]
55057it [04:42, 175.41it/s]
55076it [04:42, 172.15it/s]
55095it [04:42, 175.47it/s]
55115it [04:43, 182.11it/s]
55136it [04:43, 187.45it/s]
55157it [04:43, 191.39it/s]
55179it [04:43, 198.87it/s]
55200it [04:43, 201.81it/s]
55224it [04:43, 204.79it/s]
55250it [04:43, 219.55it/s]
55276it [04:43, 230.16it/s]
55300it [04:43, 219.06it/s]
55323it [04:44, 221.63it/s]
55346it [04:44, 202.93it/s]
55368it [04:44, 205.50it/s]
55389it [04:44, 199.00it/s]
55410it [04:44, 161.14it/s]
55430it [04:44, 169.04it/s]
55449it [04:44, 174.23it/s]
55469it [04:44, 179.93it/s]
55488it [04:44, 177.85it/s]
55510it [04:45, 184.44it/s]
55529it [04:45, 180.27it/s]
55550it [04:45, 186.99it/s]
55571it [04:45, 192.80it/s]
55595it [04:45, 205.84it/s]
55620it [04:45, 217.05it/s]
55642it [04:45, 207.59it/s]
55666it [04:45, 213.03it/s]
55688it [04:45, 209.69it/s]
55712it [04:46, 216.57it/s]
55734it [04:46, 210.05it/s]
55756it [04:46, 195.56it/s]
55776it [04:46, 182.83it/s]
55795it [04:46, 168.71it/s]
55813it [04:46, 164.12it/s]
55830it [04:46, 158.60it/s]
55846it [04:46, 149.75it/s]
55868it [04:47, 167.49it/s]
55886it [04:47, 169.63it/s]
55909it [04:47, 180.13it/s]
55928it [04:47, 179.07it/s]
55951it [04:47, 192.49it/s]
55975it [04:47, 203.88it/s]
56001it [04:47, 219.50it/s]
56024it [04:47, 216.33it/s]
56046it [04:47, 202.02it/s]
56067it [04:48, 180.34it/s]
56086it [04:48, 144.06it/s]
56102it [04:48, 132.09it/s]
56117it [04:48, 123.60it/s]
56139it [04:48, 144.58it/s]
56158it [04:48, 153.98it/s]
56184it [04:48, 180.87it/s]
56212it [04:48, 204.88it/s]
56238it [04:49, 218.67it/s]
56261it [04:49, 190.60it/s]
56282it [04:49, 156.20it/s]
56300it [04:49, 135.62it/s]
56316it [04:49, 132.46it/s]
56333it [04:49, 138.63it/s]
56352it [04:49, 149.97it/s]
56378it [04:50, 176.54it/s]
56404it [04:50, 197.02it/s]
56426it [04:50, 202.20it/s]
56448it [04:50, 202.43it/s]
56469it [04:50, 126.98it/s]
56486it [04:50, 132.70it/s]
56505it [04:50, 144.42it/s]
56526it [04:50, 159.90it/s]
56545it [04:51, 165.18it/s]
56564it [04:51, 156.90it/s]
56581it [04:51, 136.32it/s]
56599it [04:51, 145.79it/s]
56615it [04:51, 148.21it/s]
56631it [04:51, 146.61it/s]
56647it [04:51, 115.19it/s]
56664it [04:52, 126.16it/s]
56682it [04:52, 134.49it/s]
56697it [04:52, 127.23it/s]
56711it [04:52, 70.66it/s]
56722it [04:52, 66.63it/s]
56740it [04:53, 84.95it/s]
56755it [04:53, 97.23it/s]
56776it [04:53, 121.06it/s]
56795it [04:53, 136.73it/s]
56814it [04:53, 147.81it/s]
56833it [04:53, 156.53it/s]
56851it [04:53, 152.78it/s]
56868it [04:53, 143.83it/s]
56884it [04:53, 145.32it/s]
56900it [04:54, 146.52it/s]
56919it [04:54, 157.10it/s]
56936it [04:54, 150.28it/s]
56952it [04:54, 152.09it/s]
56968it [04:54, 145.20it/s]
56983it [04:54, 146.12it/s]
56998it [04:54, 142.82it/s]
57017it [04:54, 155.45it/s]
57035it [04:54, 162.33it/s]
57055it [04:54, 169.29it/s]
57074it [04:55, 174.04it/s]
57092it [04:55, 175.55it/s]
57110it [04:55, 172.73it/s]
57134it [04:55, 186.24it/s]
57153it [04:55, 185.95it/s]
57173it [04:55, 187.93it/s]
57192it [04:55, 178.36it/s]
57210it [04:55, 164.42it/s]
57227it [04:55, 157.35it/s]
57243it [04:56, 129.75it/s]
57258it [04:56, 127.95it/s]
57276it [04:56, 137.97it/s]
57292it [04:56, 142.76it/s]
57312it [04:56, 156.31it/s]
57329it [04:56, 156.76it/s]
57350it [04:56, 169.88it/s]
57368it [04:56, 169.95it/s]
57386it [04:57, 150.43it/s]
57404it [04:57, 157.72it/s]
57421it [04:57, 156.20it/s]
57440it [04:57, 164.89it/s]
57457it [04:57, 144.04it/s]
57477it [04:57, 158.13it/s]
57496it [04:57, 166.37it/s]
57514it [04:57, 163.83it/s]
57531it [04:57, 151.29it/s]
57547it [04:58, 152.43it/s]
57563it [04:58, 147.54it/s]
57581it [04:58, 151.85it/s]
57597it [04:58, 137.91it/s]
57616it [04:58, 148.04it/s]
57632it [04:58, 133.14it/s]
57646it [04:58, 115.53it/s]
57672it [04:58, 148.61it/s]
57692it [04:59, 160.02it/s]
57714it [04:59, 174.38it/s]
57733it [04:59, 168.66it/s]
57751it [04:59, 156.36it/s]
57768it [04:59, 150.69it/s]
57784it [04:59, 144.47it/s]
57799it [04:59, 136.04it/s]
57813it [05:00, 114.66it/s]
57841it [05:00, 152.93it/s]
57862it [05:00, 165.64it/s]
57880it [05:00, 146.39it/s]
57896it [05:00, 113.25it/s]
57910it [05:00, 111.38it/s]
57932it [05:00, 134.64it/s]
57948it [05:00, 121.45it/s]
57962it [05:01, 111.44it/s]
57977it [05:01, 119.44it/s]
57990it [05:01, 93.16it/s]
58001it [05:01, 58.25it/s]
58022it [05:02, 81.28it/s]
58036it [05:02, 91.64it/s]
58058it [05:02, 117.65it/s]
58074it [05:02, 120.36it/s]
58090it [05:02, 129.25it/s]
58106it [05:02, 121.03it/s]
58120it [05:02, 117.60it/s]
58133it [05:02, 111.68it/s]
58147it [05:02, 117.84it/s]
58167it [05:03, 137.77it/s]
58183it [05:03, 140.78it/s]
58200it [05:03, 147.77it/s]
58216it [05:03, 142.75it/s]
58231it [05:03, 138.72it/s]
58246it [05:03, 130.91it/s]
58260it [05:03, 109.11it/s]
58272it [05:03, 98.29it/s]
58284it [05:04, 102.99it/s]
58303it [05:04, 122.52it/s]
58316it [05:04, 118.64it/s]
58329it [05:04, 112.63it/s]
58341it [05:04, 112.44it/s]
58353it [05:04, 107.12it/s]
58364it [05:04, 106.16it/s]
58375it [05:04, 91.73it/s]
58389it [05:05, 102.56it/s]
58400it [05:05, 103.53it/s]
58417it [05:05, 119.79it/s]
58433it [05:05, 129.56it/s]
58447it [05:05, 109.35it/s]
58459it [05:05, 97.76it/s]
58470it [05:05, 85.90it/s]
58494it [05:05, 119.95it/s]
58508it [05:06, 94.90it/s]
58520it [05:06, 63.28it/s]
58533it [05:06, 73.50it/s]
58546it [05:06, 79.23it/s]
58557it [05:06, 84.85it/s]
58569it [05:07, 91.88it/s]
58583it [05:07, 102.89it/s]
58595it [05:07, 98.16it/s]
58606it [05:07, 93.07it/s]
58619it [05:07, 101.75it/s]
58630it [05:07, 72.98it/s]
58647it [05:07, 92.38it/s]
58665it [05:07, 109.90it/s]
58682it [05:08, 124.03it/s]
58696it [05:08, 121.80it/s]
58711it [05:08, 124.07it/s]
58725it [05:08, 126.62it/s]
58740it [05:08, 129.03it/s]
58754it [05:08, 122.44it/s]
58767it [05:08, 121.90it/s]
58780it [05:08, 116.53it/s]
58800it [05:08, 138.73it/s]
58822it [05:09, 157.67it/s]
58841it [05:09, 166.07it/s]
58861it [05:09, 175.09it/s]
58879it [05:09, 172.65it/s]
58897it [05:09, 171.48it/s]
58922it [05:09, 193.88it/s]
58943it [05:09, 197.61it/s]
58963it [05:09, 189.81it/s]
58983it [05:09, 164.01it/s]
59001it [05:10, 164.30it/s]
59018it [05:10, 155.38it/s]
59035it [05:10, 156.51it/s]
59051it [05:10, 141.24it/s]
59071it [05:10, 155.64it/s]
59096it [05:10, 175.73it/s]
59116it [05:10, 181.19it/s]
59135it [05:10, 179.88it/s]
59154it [05:10, 181.93it/s]
59175it [05:11, 183.17it/s]
59200it [05:11, 200.88it/s]
59221it [05:11, 182.78it/s]
59240it [05:11, 178.66it/s]
59259it [05:11, 146.09it/s]
59277it [05:11, 153.05it/s]
59294it [05:11, 146.12it/s]
59310it [05:11, 141.34it/s]
59325it [05:12, 131.68it/s]
59339it [05:12, 132.25it/s]
59360it [05:12, 151.87it/s]
59384it [05:12, 175.60it/s]
59408it [05:12, 191.54it/s]
59428it [05:12, 192.64it/s]
59448it [05:12, 188.96it/s]
59468it [05:12, 174.30it/s]
59486it [05:13, 149.91it/s]
59505it [05:13, 157.18it/s]
59522it [05:13, 138.36it/s]
59541it [05:13, 149.99it/s]
59560it [05:13, 159.29it/s]
59582it [05:13, 174.36it/s]
59603it [05:13, 183.68it/s]
59622it [05:13, 183.64it/s]
59641it [05:13, 168.24it/s]
59659it [05:14, 127.87it/s]
59678it [05:14, 141.40it/s]
59694it [05:14, 107.04it/s]
59707it [05:14, 89.88it/s]
59727it [05:14, 109.48it/s]
59749it [05:14, 132.33it/s]
59769it [05:15, 147.40it/s]
59790it [05:15, 162.58it/s]
59811it [05:15, 173.67it/s]
59830it [05:15, 175.92it/s]
59849it [05:15, 168.11it/s]
59868it [05:15, 172.05it/s]
59887it [05:15, 176.43it/s]
59906it [05:15, 177.09it/s]
59925it [05:15, 178.94it/s]
59944it [05:16, 178.99it/s]
59963it [05:16, 178.69it/s]
59981it [05:16, 171.89it/s]
59999it [05:16, 171.06it/s]
60019it [05:16, 178.98it/s]
60037it [05:16, 168.05it/s]
60061it [05:16, 186.77it/s]
60089it [05:16, 207.24it/s]
60115it [05:16, 221.98it/s]
60138it [05:17, 212.69it/s]
60160it [05:17, 212.03it/s]
60184it [05:17, 214.17it/s]
60206it [05:17, 209.62it/s]
60228it [05:17, 210.76it/s]
60250it [05:17, 203.22it/s]
60276it [05:17, 216.03it/s]
60298it [05:17, 216.92it/s]
60320it [05:17, 208.07it/s]
60341it [05:17, 208.60it/s]
60362it [05:18, 194.86it/s]
60382it [05:18, 190.47it/s]
60407it [05:18, 206.57it/s]
60428it [05:18, 202.78it/s]
60449it [05:18, 200.82it/s]
60470it [05:18, 188.62it/s]
60493it [05:18, 199.27it/s]
60514it [05:18, 195.81it/s]
60534it [05:18, 188.48it/s]
60562it [05:19, 213.01it/s]
60589it [05:19, 227.60it/s]
60614it [05:19, 231.96it/s]
60639it [05:19, 237.10it/s]
60664it [05:19, 238.99it/s]
60689it [05:19, 234.39it/s]
60713it [05:19, 230.45it/s]
60739it [05:19, 235.41it/s]
60763it [05:19, 227.76it/s]
60786it [05:20, 213.20it/s]
60808it [05:20, 213.74it/s]
60830it [05:20, 204.78it/s]
60851it [05:20, 205.67it/s]
60872it [05:20, 188.59it/s]
60894it [05:20, 196.91it/s]
60917it [05:20, 205.76it/s]
60938it [05:20, 192.80it/s]
60960it [05:20, 199.96it/s]
60983it [05:21, 204.45it/s]
61008it [05:21, 215.86it/s]
61034it [05:21, 227.52it/s]
61063it [05:21, 242.50it/s]
61090it [05:21, 249.57it/s]
61117it [05:21, 255.51it/s]
61149it [05:21, 272.99it/s]
61180it [05:21, 283.44it/s]
61209it [05:21, 269.69it/s]
61237it [05:21, 262.93it/s]
61264it [05:22, 253.01it/s]
61290it [05:22, 239.81it/s]
61316it [05:22, 242.67it/s]
61341it [05:22, 226.79it/s]
61364it [05:22, 223.57it/s]
61387it [05:22, 210.77it/s]
61409it [05:22, 212.53it/s]
61431it [05:22, 201.45it/s]
61452it [05:23, 179.21it/s]
61472it [05:23, 183.70it/s]
61491it [05:23, 174.16it/s]
61515it [05:23, 190.70it/s]
61543it [05:23, 214.19it/s]
61566it [05:23, 218.46it/s]
61593it [05:23, 231.06it/s]
61617it [05:23, 229.28it/s]
61645it [05:23, 241.81it/s]
61670it [05:24, 238.24it/s]
61701it [05:24, 257.48it/s]
61727it [05:24, 253.05it/s]
61755it [05:24, 256.20it/s]
61781it [05:24, 238.54it/s]
61806it [05:24, 231.77it/s]
61830it [05:24, 229.18it/s]
61854it [05:24, 223.30it/s]
61879it [05:24, 229.69it/s]
61903it [05:25, 218.02it/s]
61925it [05:25, 160.64it/s]
61948it [05:25, 175.33it/s]
61970it [05:25, 185.79it/s]
61996it [05:25, 204.25it/s]
62018it [05:25, 202.97it/s]
62042it [05:25, 212.79it/s]
62071it [05:25, 233.63it/s]
62101it [05:25, 251.79it/s]
62131it [05:26, 263.53it/s]
62158it [05:26, 251.80it/s]
62184it [05:26, 241.78it/s]
62211it [05:26, 248.42it/s]
62237it [05:26, 240.69it/s]
62262it [05:26, 231.73it/s]
62286it [05:26, 162.82it/s]
62308it [05:27, 174.52it/s]
62336it [05:27, 199.19it/s]
62360it [05:27, 206.72it/s]
62383it [05:27, 206.69it/s]
62414it [05:27, 233.12it/s]
62446it [05:27, 256.59it/s]
62473it [05:27, 244.92it/s]
62499it [05:27, 247.64it/s]
62525it [05:27, 234.82it/s]
62550it [05:28, 139.25it/s]
62571it [05:28, 152.30it/s]
62595it [05:28, 169.91it/s]
62617it [05:28, 180.40it/s]
62643it [05:28, 197.88it/s]
62666it [05:29, 125.44it/s]
62684it [05:29, 111.04it/s]
62700it [05:29, 119.30it/s]
62715it [05:29, 101.89it/s]
62736it [05:29, 119.40it/s]
62759it [05:29, 141.63it/s]
62779it [05:29, 154.10it/s]
62805it [05:29, 178.49it/s]
62825it [05:30, 181.71it/s]
62847it [05:30, 191.31it/s]
62868it [05:30, 195.76it/s]
62890it [05:30, 201.49it/s]
62911it [05:30, 194.12it/s]
62931it [05:30, 195.35it/s]
62953it [05:30, 200.27it/s]
62974it [05:30, 198.37it/s]
63001it [05:30, 215.19it/s]
63026it [05:31, 221.79it/s]
63049it [05:31, 212.63it/s]
63077it [05:31, 229.84it/s]
63102it [05:31, 233.78it/s]
63128it [05:31, 238.21it/s]
63152it [05:31, 234.20it/s]
63176it [05:31, 221.42it/s]
63199it [05:31, 212.62it/s]
63221it [05:31, 214.16it/s]
63245it [05:31, 220.85it/s]
63268it [05:32, 217.18it/s]
63290it [05:32, 205.81it/s]
63315it [05:32, 215.56it/s]
63337it [05:32, 213.39it/s]
63361it [05:32, 217.50it/s]
63383it [05:32, 212.55it/s]
63405it [05:32, 203.48it/s]
63432it [05:32, 219.95it/s]
63455it [05:32, 212.51it/s]
63480it [05:33, 222.29it/s]
63503it [05:33, 211.71it/s]
63525it [05:33, 211.57it/s]
63550it [05:33, 220.98it/s]
63576it [05:33, 225.78it/s]
63603it [05:33, 237.08it/s]
63629it [05:33, 240.88it/s]
63654it [05:33, 233.94it/s]
63681it [05:33, 242.43it/s]
63708it [05:34, 247.12it/s]
63735it [05:34, 250.43it/s]
63761it [05:34, 244.02it/s]
63789it [05:34, 251.32it/s]
63815it [05:34, 249.45it/s]
63840it [05:34, 245.45it/s]
63865it [05:34, 242.28it/s]
63890it [05:34, 241.61it/s]
63915it [05:34, 240.10it/s]
63940it [05:35, 231.93it/s]
63964it [05:35, 218.24it/s]
63989it [05:35, 224.31it/s]
64012it [05:35, 209.00it/s]
64034it [05:35, 203.26it/s]
64061it [05:35, 220.27it/s]
64089it [05:35, 235.81it/s]
64113it [05:35, 231.92it/s]
64137it [05:35, 232.34it/s]
64161it [05:36, 231.76it/s]
64185it [05:36, 220.22it/s]
64211it [05:36, 230.75it/s]
64237it [05:36, 237.82it/s]
64262it [05:36, 238.91it/s]
64287it [05:36, 241.57it/s]
64313it [05:36, 245.38it/s]
64338it [05:36, 246.29it/s]
64363it [05:36, 242.34it/s]
64389it [05:36, 246.41it/s]
64415it [05:37, 247.92it/s]
64440it [05:37, 231.34it/s]
64464it [05:37, 229.73it/s]
64489it [05:37, 235.06it/s]
64518it [05:37, 250.70it/s]
64544it [05:37, 247.69it/s]
64569it [05:37, 238.01it/s]
64593it [05:37, 227.54it/s]
64621it [05:37, 239.63it/s]
64646it [05:38, 232.64it/s]
64674it [05:38, 244.16it/s]
64699it [05:38, 242.38it/s]
64724it [05:38, 237.91it/s]
64752it [05:38, 249.76it/s]
64778it [05:38, 249.56it/s]
64806it [05:38, 257.83it/s]
64832it [05:38, 248.74it/s]
64857it [05:38, 248.79it/s]
64887it [05:38, 262.14it/s]
64914it [05:39, 257.19it/s]
64940it [05:39, 254.01it/s]
64966it [05:39, 245.27it/s]
64991it [05:39, 241.62it/s]
65022it [05:39, 259.29it/s]
65050it [05:39, 262.81it/s]
65077it [05:39, 258.34it/s]
65103it [05:39, 247.65it/s]
65128it [05:39, 241.65it/s]
65156it [05:40, 249.41it/s]
65182it [05:40, 238.39it/s]
65208it [05:40, 243.77it/s]
65233it [05:40, 226.20it/s]
65256it [05:40, 217.55it/s]
65284it [05:40, 228.59it/s]
65308it [05:40, 213.88it/s]
65331it [05:40, 217.77it/s]
65359it [05:40, 234.21it/s]
65383it [05:41, 232.60it/s]
65409it [05:41, 239.31it/s]
65434it [05:41, 241.29it/s]
65459it [05:41, 237.75it/s]
65483it [05:41, 235.12it/s]
65511it [05:41, 247.22it/s]
65536it [05:41, 244.06it/s]
65562it [05:41, 248.10it/s]
65587it [05:41, 244.32it/s]
65614it [05:42, 251.31it/s]
65640it [05:42, 240.70it/s]
65665it [05:42, 239.15it/s]
65690it [05:42, 228.49it/s]
65714it [05:42, 228.31it/s]
65739it [05:42, 233.81it/s]
65763it [05:42, 234.37it/s]
65787it [05:42, 192.95it/s]
65810it [05:42, 199.88it/s]
65837it [05:43, 216.01it/s]
65860it [05:43, 213.10it/s]
65885it [05:43, 222.37it/s]
65911it [05:43, 232.49it/s]
65940it [05:43, 247.53it/s]
65968it [05:43, 254.38it/s]
65999it [05:43, 269.05it/s]
66028it [05:43, 272.84it/s]
66056it [05:43, 268.55it/s]
66085it [05:43, 272.58it/s]
66115it [05:44, 278.44it/s]
66143it [05:44, 278.12it/s]
66173it [05:44, 283.04it/s]
66202it [05:44, 267.50it/s]
66229it [05:44, 195.26it/s]
66252it [05:44, 200.52it/s]
66280it [05:44, 218.86it/s]
66305it [05:44, 224.59it/s]
66331it [05:45, 233.02it/s]
66358it [05:45, 240.75it/s]
66383it [05:45, 235.51it/s]
66410it [05:45, 244.13it/s]
66438it [05:45, 253.32it/s]
66465it [05:45, 256.85it/s]
66491it [05:45, 255.92it/s]
66520it [05:45, 264.25it/s]
66547it [05:45, 216.10it/s]
66571it [05:46, 171.40it/s]
66601it [05:46, 198.12it/s]
66624it [05:46, 205.21it/s]
66654it [05:46, 226.29it/s]
66683it [05:46, 241.91it/s]
66712it [05:46, 252.34it/s]
66739it [05:46, 243.40it/s]
66765it [05:47, 165.99it/s]
66792it [05:47, 186.57it/s]
66818it [05:47, 203.19it/s]
66849it [05:47, 226.44it/s]
66875it [05:47, 231.20it/s]
66900it [05:47, 226.81it/s]
66924it [05:47, 219.15it/s]
66947it [05:47, 171.47it/s]
66969it [05:48, 180.50it/s]
66989it [05:48, 177.31it/s]
67008it [05:48, 178.21it/s]
67027it [05:48, 175.93it/s]
67047it [05:48, 182.18it/s]
67066it [05:48, 133.95it/s]
67082it [05:49, 98.91it/s]
67105it [05:49, 122.05it/s]
67130it [05:49, 148.20it/s]
67155it [05:49, 169.28it/s]
67179it [05:49, 185.86it/s]
67201it [05:49, 186.92it/s]
67226it [05:49, 200.07it/s]
67248it [05:49, 205.40it/s]
67273it [05:49, 216.82it/s]
67297it [05:49, 222.37it/s]
67320it [05:50, 212.67it/s]
67347it [05:50, 227.58it/s]
67371it [05:50, 228.91it/s]
67396it [05:50, 232.49it/s]
67425it [05:50, 247.64it/s]
67450it [05:50, 243.92it/s]
67475it [05:50, 240.63it/s]
67501it [05:50, 242.78it/s]
67526it [05:50, 238.73it/s]
67550it [05:51, 231.69it/s]
67576it [05:51, 239.20it/s]
67607it [05:51, 258.89it/s]
67636it [05:51, 267.81it/s]
67663it [05:51, 244.58it/s]
67688it [05:51, 240.87it/s]
67713it [05:51, 235.99it/s]
67737it [05:51, 232.84it/s]
67762it [05:51, 234.63it/s]
67786it [05:51, 235.71it/s]
67813it [05:52, 243.96it/s]
67838it [05:52, 241.27it/s]
67863it [05:52, 233.13it/s]
67887it [05:52, 230.26it/s]
67911it [05:52, 228.62it/s]
67937it [05:52, 236.23it/s]
67965it [05:52, 246.20it/s]
67991it [05:52, 249.52it/s]
68018it [05:52, 255.01it/s]
68044it [05:53, 253.64it/s]
68071it [05:53, 252.85it/s]
68097it [05:53, 253.18it/s]
68131it [05:53, 277.18it/s]
68161it [05:53, 280.67it/s]
68190it [05:53, 279.82it/s]
68219it [05:53, 275.73it/s]
68247it [05:53, 274.22it/s]
68275it [05:53, 270.73it/s]
68303it [05:53, 261.37it/s]
68330it [05:54, 246.39it/s]
68355it [05:54, 245.53it/s]
68383it [05:54, 253.94it/s]
68409it [05:54, 242.12it/s]
68435it [05:54, 245.54it/s]
68461it [05:54, 249.26it/s]
68487it [05:54, 233.95it/s]
68511it [05:54, 229.53it/s]
68535it [05:54, 228.20it/s]
68558it [05:55, 225.84it/s]
68583it [05:55, 232.48it/s]
68607it [05:55, 224.37it/s]
68631it [05:55, 227.34it/s]
68661it [05:55, 247.59it/s]
68686it [05:55, 228.77it/s]
68716it [05:55, 246.15it/s]
68742it [05:55, 246.30it/s]
68767it [05:55, 245.51it/s]
68792it [05:56, 246.60it/s]
68817it [05:56, 240.48it/s]
68842it [05:56, 239.67it/s]
68869it [05:56, 246.27it/s]
68894it [05:56, 238.81it/s]
68918it [05:56, 236.41it/s]
68944it [05:56, 241.32it/s]
68974it [05:56, 256.22it/s]
69001it [05:56, 257.81it/s]
69027it [05:57, 256.68it/s]
69053it [05:57, 255.47it/s]
69079it [05:57, 252.74it/s]
69105it [05:57, 251.19it/s]
69131it [05:57, 231.37it/s]
69155it [05:57, 230.23it/s]
69179it [05:57, 224.89it/s]
69204it [05:57, 231.55it/s]
69228it [05:57, 229.55it/s]
69252it [05:58, 214.53it/s]
69276it [05:58, 220.60it/s]
69301it [05:58, 225.94it/s]
69327it [05:58, 232.89it/s]
69353it [05:58, 237.96it/s]
69380it [05:58, 246.60it/s]
69405it [05:58, 225.67it/s]
69431it [05:58, 230.99it/s]
69455it [05:58, 226.78it/s]
69481it [05:58, 233.80it/s]
69507it [05:59, 238.99it/s]
69536it [05:59, 253.37it/s]
69562it [05:59, 253.93it/s]
69591it [05:59, 262.64it/s]
69623it [05:59, 276.58it/s]
69651it [05:59, 265.42it/s]
69678it [05:59, 246.17it/s]
69703it [05:59, 240.62it/s]
69729it [05:59, 245.35it/s]
69754it [06:00, 237.65it/s]
69781it [06:00, 244.08it/s]
69806it [06:00, 234.52it/s]
69830it [06:00, 217.01it/s]
69855it [06:00, 225.32it/s]
69879it [06:00, 226.33it/s]
69903it [06:00, 229.06it/s]
69929it [06:00, 236.93it/s]
69953it [06:00, 232.50it/s]
69979it [06:01, 238.71it/s]
70005it [06:01, 240.85it/s]
70030it [06:01, 238.25it/s]
70058it [06:01, 248.02it/s]
70084it [06:01, 250.90it/s]
70111it [06:01, 256.24it/s]
70142it [06:01, 269.46it/s]
70175it [06:01, 284.07it/s]
70204it [06:01, 275.41it/s]
70232it [06:01, 269.89it/s]
70260it [06:02, 261.32it/s]
70287it [06:02, 244.27it/s]
70312it [06:02, 224.82it/s]
70335it [06:02, 209.67it/s]
70362it [06:02, 225.05it/s]
70390it [06:02, 237.21it/s]
70415it [06:02, 235.52it/s]
70440it [06:02, 236.48it/s]
70464it [06:03, 231.02it/s]
70493it [06:03, 245.99it/s]
70518it [06:03, 244.69it/s]
70546it [06:03, 252.69it/s]
70572it [06:03, 232.90it/s]
70596it [06:03, 216.26it/s]
70620it [06:03, 221.57it/s]
70646it [06:03, 231.94it/s]
70678it [06:03, 253.95it/s]
70707it [06:03, 263.24it/s]
70736it [06:04, 269.76it/s]
70767it [06:04, 279.63it/s]
70796it [06:04, 280.96it/s]
70825it [06:04, 273.40it/s]
70853it [06:04, 236.01it/s]
70878it [06:04, 189.74it/s]
70903it [06:04, 201.79it/s]
70925it [06:04, 205.43it/s]
70950it [06:05, 216.35it/s]
70973it [06:05, 217.19it/s]
71001it [06:05, 233.75it/s]
71030it [06:05, 249.37it/s]
71059it [06:05, 260.30it/s]
71088it [06:05, 268.15it/s]
71116it [06:05, 265.98it/s]
71143it [06:05, 244.77it/s]
71168it [06:05, 236.60it/s]
71195it [06:06, 244.30it/s]
71220it [06:06, 236.55it/s]
71244it [06:06, 220.79it/s]
71267it [06:06, 155.53it/s]
71289it [06:06, 168.78it/s]
71314it [06:06, 186.50it/s]
71337it [06:06, 196.25it/s]
71368it [06:06, 225.62it/s]
71402it [06:07, 255.60it/s]
71430it [06:07, 258.33it/s]
71457it [06:07, 246.67it/s]
71483it [06:07, 245.79it/s]
71509it [06:07, 243.51it/s]
71534it [06:07, 239.07it/s]
71559it [06:07, 185.10it/s]
71580it [06:07, 168.97it/s]
71603it [06:08, 182.35it/s]
71628it [06:08, 195.97it/s]
71653it [06:08, 208.48it/s]
71678it [06:08, 215.62it/s]
71701it [06:08, 212.17it/s]
71723it [06:08, 213.92it/s]
71745it [06:08, 201.82it/s]
71766it [06:08, 183.67it/s]
71785it [06:09, 157.39it/s]
71804it [06:09, 163.97it/s]
71830it [06:09, 186.82it/s]
71860it [06:09, 213.99it/s]
71892it [06:09, 242.00it/s]
71920it [06:09, 251.51it/s]
71946it [06:09, 226.92it/s]
71970it [06:09, 210.76it/s]
71992it [06:10, 172.05it/s]
72014it [06:10, 182.11it/s]
72035it [06:10, 188.06it/s]
72056it [06:10, 192.64it/s]
72082it [06:10, 193.81it/s]
72102it [06:10, 154.82it/s]
72119it [06:10, 157.19it/s]
72136it [06:11, 106.67it/s]
72162it [06:11, 135.03it/s]
72182it [06:11, 147.41it/s]
72207it [06:11, 170.60it/s]
72233it [06:11, 191.40it/s]
72256it [06:11, 199.55it/s]
72278it [06:11, 203.81it/s]
72306it [06:11, 222.50it/s]
72330it [06:11, 210.00it/s]
72355it [06:12, 217.28it/s]
72382it [06:12, 231.26it/s]
72406it [06:12, 219.71it/s]
72431it [06:12, 227.72it/s]
72456it [06:12, 233.23it/s]
72482it [06:12, 238.96it/s]
72509it [06:12, 246.48it/s]
72536it [06:12, 250.82it/s]
72562it [06:12, 245.14it/s]
72588it [06:12, 248.64it/s]
72615it [06:13, 254.36it/s]
72641it [06:13, 252.88it/s]
72667it [06:13, 242.78it/s]
72699it [06:13, 264.45it/s]
72726it [06:13, 256.56it/s]
72752it [06:13, 232.73it/s]
72776it [06:13, 222.38it/s]
72799it [06:13, 216.47it/s]
72823it [06:13, 222.27it/s]
72851it [06:14, 236.11it/s]
72875it [06:14, 236.67it/s]
72899it [06:14, 228.57it/s]
72923it [06:14, 228.20it/s]
72946it [06:14, 218.74it/s]
72970it [06:14, 223.87it/s]
72994it [06:14, 225.93it/s]
73019it [06:14, 229.36it/s]
73044it [06:14, 232.99it/s]
73070it [06:15, 238.06it/s]
73097it [06:15, 246.22it/s]
73122it [06:15, 243.77it/s]
73147it [06:15, 229.75it/s]
73171it [06:15, 229.24it/s]
73197it [06:15, 236.84it/s]
73221it [06:15, 218.23it/s]
73245it [06:15, 223.81it/s]
73268it [06:15, 222.72it/s]
73291it [06:16, 211.33it/s]
73323it [06:16, 234.04it/s]
73347it [06:16, 219.12it/s]
73371it [06:16, 223.58it/s]
73398it [06:16, 236.08it/s]
73423it [06:16, 239.72it/s]
73451it [06:16, 245.73it/s]
73479it [06:16, 253.82it/s]
73506it [06:16, 253.17it/s]
73532it [06:16, 253.09it/s]
73561it [06:17, 263.53it/s]
73588it [06:17, 260.33it/s]
73615it [06:17, 245.33it/s]
73643it [06:17, 251.06it/s]
73669it [06:17, 250.65it/s]
73695it [06:17, 242.81it/s]
73720it [06:17, 233.75it/s]
73744it [06:17, 226.84it/s]
73767it [06:18, 202.68it/s]
73788it [06:18, 196.38it/s]
73812it [06:18, 207.73it/s]
73837it [06:18, 219.11it/s]
73866it [06:18, 238.91it/s]
73891it [06:18, 236.34it/s]
73923it [06:18, 255.93it/s]
73949it [06:18, 253.21it/s]
73975it [06:18, 244.69it/s]
74002it [06:18, 249.85it/s]
74028it [06:19, 249.37it/s]
74054it [06:19, 242.48it/s]
74079it [06:19, 241.09it/s]
74106it [06:19, 247.97it/s]
74131it [06:19, 247.06it/s]
74156it [06:19, 244.75it/s]
74181it [06:19, 240.93it/s]
74207it [06:19, 241.35it/s]
74232it [06:19, 227.98it/s]
74255it [06:20, 216.55it/s]
74277it [06:20, 194.51it/s]
74297it [06:20, 189.01it/s]
74322it [06:20, 203.81it/s]
74348it [06:20, 215.65it/s]
74381it [06:20, 244.37it/s]
74410it [06:20, 257.16it/s]
74437it [06:20, 251.76it/s]
74465it [06:20, 257.61it/s]
74496it [06:21, 271.98it/s]
74524it [06:21, 264.59it/s]
74551it [06:21, 258.57it/s]
74577it [06:21, 249.09it/s]
74603it [06:21, 250.64it/s]
74629it [06:21, 244.41it/s]
74658it [06:21, 253.82it/s]
74687it [06:21, 263.97it/s]
74718it [06:21, 273.42it/s]
74746it [06:22, 260.27it/s]
74773it [06:22, 260.89it/s]
74800it [06:22, 225.90it/s]
74824it [06:22, 207.92it/s]
74846it [06:22, 203.06it/s]
74874it [06:22, 221.44it/s]
74907it [06:22, 248.84it/s]
74933it [06:22, 249.07it/s]
74959it [06:22, 248.53it/s]
74987it [06:23, 257.10it/s]
75014it [06:23, 257.58it/s]
75040it [06:23, 252.43it/s]
75067it [06:23, 255.49it/s]
75093it [06:23, 243.33it/s]
75123it [06:23, 258.87it/s]
75151it [06:23, 263.72it/s]
75178it [06:23, 261.38it/s]
75206it [06:23, 263.03it/s]
75236it [06:24, 273.53it/s]
75264it [06:24, 267.16it/s]
75291it [06:24, 258.64it/s]
75317it [06:24, 239.60it/s]
75342it [06:24, 205.61it/s]
75372it [06:24, 226.37it/s]
75396it [06:24, 225.49it/s]
75423it [06:24, 236.18it/s]
75449it [06:24, 242.65it/s]
75474it [06:25, 241.90it/s]
75502it [06:25, 249.36it/s]
75528it [06:25, 248.92it/s]
75554it [06:25, 245.98it/s]
75579it [06:25, 236.84it/s]
75603it [06:25, 227.81it/s]
75629it [06:25, 235.55it/s]
75653it [06:25, 229.21it/s]
75679it [06:25, 234.39it/s]
75707it [06:26, 243.58it/s]
75734it [06:26, 250.63it/s]
75760it [06:26, 240.99it/s]
75789it [06:26, 252.77it/s]
75820it [06:26, 269.02it/s]
75848it [06:26, 266.71it/s]
75875it [06:26, 260.05it/s]
75902it [06:26, 248.95it/s]
75928it [06:26, 209.64it/s]
75951it [06:27, 213.02it/s]
75974it [06:27, 215.38it/s]
76005it [06:27, 240.32it/s]
76034it [06:27, 250.79it/s]
76060it [06:27, 247.01it/s]
76086it [06:27, 247.83it/s]
76112it [06:27, 239.70it/s]
76137it [06:27, 227.77it/s]
76163it [06:27, 234.40it/s]
76190it [06:28, 243.04it/s]
76215it [06:28, 227.09it/s]
76239it [06:28, 223.77it/s]
76262it [06:28, 220.52it/s]
76285it [06:28, 221.65it/s]
76314it [06:28, 238.80it/s]
76344it [06:28, 253.57it/s]
76370it [06:28, 188.89it/s]
76395it [06:29, 201.42it/s]
76418it [06:29, 207.62it/s]
76446it [06:29, 220.56it/s]
76477it [06:29, 242.97it/s]
76503it [06:29, 236.67it/s]
76532it [06:29, 251.09it/s]
76562it [06:29, 264.14it/s]
76589it [06:29, 255.27it/s]
76615it [06:29, 255.04it/s]
76643it [06:29, 262.14it/s]
76670it [06:30, 257.81it/s]
76696it [06:30, 257.41it/s]
76723it [06:30, 260.46it/s]
76750it [06:30, 252.72it/s]
76776it [06:30, 212.04it/s]
76799it [06:30, 212.92it/s]
76822it [06:30, 208.17it/s]
76848it [06:30, 219.51it/s]
76875it [06:30, 233.12it/s]
76900it [06:31, 236.92it/s]
76925it [06:31, 226.78it/s]
76952it [06:31, 236.59it/s]
76985it [06:31, 260.73it/s]
77014it [06:31, 268.98it/s]
77042it [06:31, 265.68it/s]
77071it [06:31, 272.38it/s]
77099it [06:31, 258.22it/s]
77126it [06:31, 252.20it/s]
77152it [06:32, 251.43it/s]
77178it [06:32, 230.66it/s]
77202it [06:32, 219.78it/s]
77225it [06:32, 205.43it/s]
77247it [06:32, 208.10it/s]
77272it [06:32, 218.41it/s]
77300it [06:32, 232.83it/s]
77324it [06:32, 231.36it/s]
77352it [06:32, 240.95it/s]
77380it [06:33, 250.79it/s]
77406it [06:33, 248.80it/s]
77434it [06:33, 256.66it/s]
77464it [06:33, 268.66it/s]
77491it [06:33, 269.02it/s]
77522it [06:33, 279.69it/s]
77553it [06:33, 288.16it/s]
77582it [06:33, 258.81it/s]
77609it [06:34, 202.77it/s]
77632it [06:34, 204.81it/s]
77655it [06:34, 208.93it/s]
77681it [06:34, 221.35it/s]
77705it [06:34, 222.45it/s]
77728it [06:34, 222.82it/s]
77754it [06:34, 233.02it/s]
77778it [06:34, 233.58it/s]
77802it [06:34, 219.90it/s]
77825it [06:35, 166.65it/s]
77846it [06:35, 173.72it/s]
77866it [06:35, 176.47it/s]
77886it [06:35, 180.77it/s]
77905it [06:35, 179.40it/s]
77928it [06:35, 191.19it/s]
77948it [06:35, 136.36it/s]
77965it [06:35, 138.57it/s]
77984it [06:36, 149.71it/s]
78001it [06:36, 118.52it/s]
78026it [06:36, 146.27it/s]
78051it [06:36, 170.28it/s]
78072it [06:36, 178.92it/s]
78093it [06:36, 186.72it/s]
78118it [06:36, 202.47it/s]
78140it [06:36, 201.63it/s]
78162it [06:37, 205.61it/s]
78184it [06:37, 204.82it/s]
78205it [06:37, 205.10it/s]
78230it [06:37, 216.96it/s]
78257it [06:37, 231.89it/s]
78283it [06:37, 237.17it/s]
78307it [06:37, 229.69it/s]
78331it [06:37, 216.50it/s]
78355it [06:37, 218.84it/s]
78378it [06:38, 207.05it/s]
78399it [06:38, 206.56it/s]
78422it [06:38, 213.07it/s]
78444it [06:38, 206.02it/s]
78466it [06:38, 207.92it/s]
78488it [06:38, 209.18it/s]
78511it [06:38, 213.23it/s]
78539it [06:38, 231.14it/s]
78565it [06:38, 238.85it/s]
78591it [06:38, 243.00it/s]
78616it [06:39, 226.14it/s]
78642it [06:39, 234.42it/s]
78666it [06:39, 232.89it/s]
78693it [06:39, 242.26it/s]
78718it [06:39, 228.50it/s]
78742it [06:39, 228.46it/s]
78766it [06:39, 211.52it/s]
78788it [06:39, 205.07it/s]
78809it [06:39, 195.54it/s]
78831it [06:40, 199.22it/s]
78862it [06:40, 229.32it/s]
78886it [06:40, 214.99it/s]
78909it [06:40, 218.98it/s]
78935it [06:40, 228.40it/s]
78960it [06:40, 234.03it/s]
78986it [06:40, 239.38it/s]
79014it [06:40, 248.22it/s]
79042it [06:40, 255.18it/s]
79068it [06:41, 246.68it/s]
79093it [06:41, 241.46it/s]
79118it [06:41, 237.33it/s]
79142it [06:41, 226.98it/s]
79167it [06:41, 230.81it/s]
79197it [06:41, 250.02it/s]
79223it [06:41, 241.95it/s]
79251it [06:41, 251.84it/s]
79277it [06:41, 229.69it/s]
79301it [06:42, 219.44it/s]
79324it [06:42, 216.85it/s]
79347it [06:42, 218.86it/s]
79370it [06:42, 201.53it/s]
79391it [06:42, 201.49it/s]
79419it [06:42, 221.25it/s]
79444it [06:42, 226.69it/s]
79477it [06:42, 253.92it/s]
79508it [06:42, 266.39it/s]
79535it [06:43, 262.40it/s]
79562it [06:43, 250.75it/s]
79588it [06:43, 243.05it/s]
79617it [06:43, 254.71it/s]
79644it [06:43, 258.94it/s]
79671it [06:43, 258.33it/s]
79697it [06:43, 256.66it/s]
79723it [06:43, 245.71it/s]
79748it [06:43, 246.13it/s]
79775it [06:44, 251.51it/s]
79802it [06:44, 252.56it/s]
79831it [06:44, 262.82it/s]
79860it [06:44, 266.59it/s]
79887it [06:44, 241.47it/s]
79912it [06:44, 235.39it/s]
79936it [06:44, 227.60it/s]
79959it [06:44, 207.59it/s]
79981it [06:44, 206.08it/s]
80010it [06:45, 226.63it/s]
80039it [06:45, 243.82it/s]
80072it [06:45, 267.27it/s]
80103it [06:45, 277.37it/s]
80135it [06:45, 287.73it/s]
80165it [06:45, 278.95it/s]
80194it [06:45, 278.59it/s]
80223it [06:45, 277.20it/s]
80252it [06:45, 279.52it/s]
80281it [06:45, 280.55it/s]
80310it [06:46, 282.74it/s]
80339it [06:46, 279.34it/s]
80367it [06:46, 267.08it/s]
80394it [06:46, 251.70it/s]
80420it [06:46, 244.81it/s]
80447it [06:46, 250.89it/s]
80480it [06:46, 273.13it/s]
80511it [06:46, 283.25it/s]
80540it [06:46, 273.39it/s]
80568it [06:47, 250.51it/s]
80594it [06:47, 208.38it/s]
80622it [06:47, 225.14it/s]
80653it [06:47, 246.06it/s]
80679it [06:47, 242.73it/s]
80708it [06:47, 254.44it/s]
80735it [06:47, 256.86it/s]
80765it [06:47, 268.11it/s]
80793it [06:47, 270.56it/s]
80821it [06:48, 262.95it/s]
80848it [06:48, 264.35it/s]
80875it [06:48, 256.81it/s]
80904it [06:48, 265.31it/s]
80931it [06:48, 248.55it/s]
80957it [06:48, 242.06it/s]
80983it [06:48, 244.20it/s]
81012it [06:48, 256.26it/s]
81038it [06:48, 256.51it/s]
81068it [06:49, 268.78it/s]
81098it [06:49, 274.74it/s]
81128it [06:49, 280.92it/s]
81157it [06:49, 249.91it/s]
81183it [06:49, 220.25it/s]
81211it [06:49, 234.79it/s]
81239it [06:49, 246.20it/s]
81272it [06:49, 267.13it/s]
81305it [06:49, 281.19it/s]
81334it [06:50, 276.61it/s]
81363it [06:50, 278.58it/s]
81392it [06:50, 279.98it/s]
81421it [06:50, 267.22it/s]
81448it [06:50, 253.10it/s]
81474it [06:50, 252.63it/s]
81501it [06:50, 257.21it/s]
81527it [06:50, 241.10it/s]
81552it [06:50, 235.58it/s]
81576it [06:51, 225.88it/s]
81600it [06:51, 228.15it/s]
81625it [06:51, 232.04it/s]
81650it [06:51, 236.73it/s]
81675it [06:51, 240.03it/s]
81702it [06:51, 247.78it/s]
81728it [06:51, 249.08it/s]
81753it [06:51, 215.19it/s]
81778it [06:51, 223.69it/s]
81810it [06:52, 249.24it/s]
81837it [06:52, 254.42it/s]
81864it [06:52, 258.52it/s]
81891it [06:52, 240.48it/s]
81920it [06:52, 253.13it/s]
81946it [06:52, 253.84it/s]
81972it [06:52, 246.55it/s]
82000it [06:52, 254.83it/s]
82027it [06:52, 259.06it/s]
82054it [06:53, 261.19it/s]
82081it [06:53, 250.19it/s]
82107it [06:53, 242.94it/s]
82132it [06:53, 236.37it/s]
82156it [06:53, 225.84it/s]
82179it [06:53, 224.64it/s]
82202it [06:53, 217.98it/s]
82228it [06:53, 229.35it/s]
82253it [06:53, 234.96it/s]
82279it [06:53, 241.12it/s]
82304it [06:54, 219.38it/s]
82329it [06:54, 225.30it/s]
82356it [06:54, 235.91it/s]
82382it [06:54, 242.03it/s]
82408it [06:54, 246.53it/s]
82435it [06:54, 252.41it/s]
82464it [06:54, 262.29it/s]
82493it [06:54, 270.33it/s]
82521it [06:54, 252.70it/s]
82547it [06:55, 239.27it/s]
82572it [06:55, 241.15it/s]
82597it [06:55, 240.41it/s]
82622it [06:55, 235.03it/s]
82649it [06:55, 244.02it/s]
82675it [06:55, 246.69it/s]
82704it [06:55, 256.97it/s]
82733it [06:55, 265.15it/s]
82760it [06:55, 256.08it/s]
82786it [06:56, 257.07it/s]
82812it [06:56, 221.79it/s]
82836it [06:56, 210.25it/s]
82861it [06:56, 219.37it/s]
82887it [06:56, 229.18it/s]
82911it [06:56, 230.44it/s]
82942it [06:56, 251.50it/s]
82970it [06:56, 255.16it/s]
82996it [06:56, 250.51it/s]
83024it [06:57, 258.50it/s]
83051it [06:57, 256.83it/s]
83079it [06:57, 261.39it/s]
83107it [06:57, 263.64it/s]
83134it [06:57, 259.62it/s]
83161it [06:57, 252.08it/s]
83190it [06:57, 262.42it/s]
83220it [06:57, 269.58it/s]
83249it [06:57, 274.67it/s]
83277it [06:57, 273.17it/s]
83305it [06:58, 266.03it/s]
83332it [06:58, 256.14it/s]
83360it [06:58, 259.95it/s]
83387it [06:58, 235.20it/s]
83411it [06:58, 204.91it/s]
83433it [06:58, 201.78it/s]
83457it [06:58, 211.52it/s]
83482it [06:58, 219.85it/s]
83506it [06:59, 223.43it/s]
83536it [06:59, 242.68it/s]
83566it [06:59, 255.64it/s]
83595it [06:59, 262.58it/s]
83622it [06:59, 261.84it/s]
83649it [06:59, 255.02it/s]
83675it [06:59, 255.74it/s]
83701it [06:59, 249.12it/s]
83727it [06:59, 246.06it/s]
83754it [06:59, 249.55it/s]
83780it [07:00, 247.56it/s]
83809it [07:00, 257.81it/s]
83838it [07:00, 267.01it/s]
83865it [07:00, 233.70it/s]
83890it [07:00, 230.00it/s]
83914it [07:00, 187.50it/s]
83935it [07:00, 191.89it/s]
83960it [07:00, 203.87it/s]
83989it [07:01, 224.28it/s]
84015it [07:01, 233.14it/s]
84042it [07:01, 242.33it/s]
84071it [07:01, 253.85it/s]
84102it [07:01, 268.89it/s]
84130it [07:01, 234.34it/s]
84155it [07:01, 213.68it/s]
84178it [07:01, 184.91it/s]
84201it [07:02, 194.29it/s]
84227it [07:02, 206.56it/s]
84252it [07:02, 216.01it/s]
84277it [07:02, 223.08it/s]
84300it [07:02, 217.87it/s]
84323it [07:02, 171.42it/s]
84342it [07:02, 163.27it/s]
84360it [07:02, 159.19it/s]
84380it [07:03, 167.58it/s]
84398it [07:03, 167.91it/s]
84416it [07:03, 162.93it/s]
84433it [07:03, 160.31it/s]
84450it [07:03, 139.58it/s]
84465it [07:03, 128.54it/s]
84489it [07:03, 155.47it/s]
84515it [07:03, 182.01it/s]
84535it [07:04, 165.47it/s]
84553it [07:04, 144.86it/s]
84569it [07:04, 132.66it/s]
84594it [07:04, 159.58it/s]
84619it [07:04, 179.62it/s]
84644it [07:04, 197.00it/s]
84670it [07:04, 213.07it/s]
84695it [07:04, 222.79it/s]
84719it [07:04, 223.54it/s]
84743it [07:05, 225.01it/s]
84766it [07:05, 221.96it/s]
84789it [07:05, 216.61it/s]
84813it [07:05, 221.11it/s]
84836it [07:05, 222.35it/s]
84859it [07:05, 214.00it/s]
84884it [07:05, 223.11it/s]
84908it [07:05, 225.92it/s]
84931it [07:05, 219.76it/s]
84954it [07:06, 217.85it/s]
84976it [07:06, 212.86it/s]
84998it [07:06, 210.90it/s]
85021it [07:06, 214.14it/s]
85043it [07:06, 215.45it/s]
85067it [07:06, 219.37it/s]
85093it [07:06, 226.91it/s]
85117it [07:06, 225.96it/s]
85141it [07:06, 228.63it/s]
85164it [07:06, 223.80it/s]
85187it [07:07, 217.09it/s]
85211it [07:07, 222.42it/s]
85234it [07:07, 219.87it/s]
85257it [07:07, 211.10it/s]
85279it [07:07, 203.00it/s]
85301it [07:07, 205.51it/s]
85322it [07:07, 201.21it/s]
85344it [07:07, 205.80it/s]
85371it [07:07, 221.41it/s]
85398it [07:08, 233.69it/s]
85425it [07:08, 241.08it/s]
85451it [07:08, 245.61it/s]
85476it [07:08, 237.42it/s]
85500it [07:08, 228.09it/s]
85523it [07:08, 222.62it/s]
85546it [07:08, 214.14it/s]
85570it [07:08, 220.35it/s]
85593it [07:08, 222.77it/s]
85617it [07:09, 224.46it/s]
85640it [07:09, 220.87it/s]
85663it [07:09, 221.65it/s]
85686it [07:09, 218.46it/s]
85710it [07:09, 224.37it/s]
85738it [07:09, 239.77it/s]
85769it [07:09, 259.86it/s]
85796it [07:09, 262.10it/s]
85825it [07:09, 266.77it/s]
85856it [07:09, 278.76it/s]
85884it [07:10, 272.03it/s]
85912it [07:10, 253.50it/s]
85938it [07:10, 249.04it/s]
85965it [07:10, 253.03it/s]
85991it [07:10, 250.79it/s]
86019it [07:10, 258.13it/s]
86046it [07:10, 260.81it/s]
86075it [07:10, 266.62it/s]
86105it [07:10, 273.24it/s]
86133it [07:11, 258.70it/s]
86160it [07:11, 238.70it/s]
86185it [07:11, 229.37it/s]
86209it [07:11, 231.98it/s]
86233it [07:11, 234.14it/s]
86257it [07:11, 220.85it/s]
86288it [07:11, 243.82it/s]
86314it [07:11, 246.72it/s]
86345it [07:11, 263.96it/s]
86376it [07:12, 276.41it/s]
86408it [07:12, 287.71it/s]
86437it [07:12, 278.91it/s]
86467it [07:12, 283.21it/s]
86496it [07:12, 282.81it/s]
86527it [07:12, 290.36it/s]
86557it [07:12, 282.38it/s]
86588it [07:12, 287.28it/s]
86617it [07:12, 274.19it/s]
86645it [07:12, 269.53it/s]
86673it [07:13, 269.93it/s]
86701it [07:13, 265.74it/s]
86730it [07:13, 271.75it/s]
86761it [07:13, 280.83it/s]
86790it [07:13, 273.10it/s]
86818it [07:13, 256.79it/s]
86848it [07:13, 265.48it/s]
86877it [07:13, 271.60it/s]
86913it [07:13, 294.35it/s]
86944it [07:14, 298.06it/s]
86977it [07:14, 306.04it/s]
87008it [07:14, 304.31it/s]
87039it [07:14, 287.08it/s]
87068it [07:14, 278.76it/s]
87097it [07:14, 276.70it/s]
87126it [07:14, 279.54it/s]
87157it [07:14, 285.86it/s]
87186it [07:14, 275.48it/s]
87214it [07:15, 260.30it/s]
87241it [07:15, 243.01it/s]
87266it [07:15, 236.71it/s]
87292it [07:15, 241.95it/s]
87317it [07:15, 243.12it/s]
87345it [07:15, 251.03it/s]
87378it [07:15, 271.80it/s]
87411it [07:15, 286.81it/s]
87441it [07:15, 285.75it/s]
87470it [07:16, 266.13it/s]
87497it [07:16, 244.99it/s]
87532it [07:16, 269.13it/s]
87561it [07:16, 274.82it/s]
87591it [07:16, 280.12it/s]
87621it [07:16, 285.19it/s]
87652it [07:16, 290.99it/s]
87682it [07:16, 285.25it/s]
87712it [07:16, 289.12it/s]
87742it [07:17, 275.52it/s]
87770it [07:17, 261.41it/s]
87797it [07:17, 259.52it/s]
87824it [07:17, 247.29it/s]
87850it [07:17, 249.39it/s]
87876it [07:17, 250.98it/s]
87902it [07:17, 246.98it/s]
87927it [07:17, 231.17it/s]
87951it [07:17, 230.89it/s]
87975it [07:18, 223.96it/s]
87999it [07:18, 227.40it/s]
88027it [07:18, 241.78it/s]
88058it [07:18, 260.58it/s]
88085it [07:18, 258.09it/s]
88111it [07:18, 245.09it/s]
88142it [07:18, 262.05it/s]
88170it [07:18, 263.71it/s]
88197it [07:18, 261.48it/s]
88228it [07:18, 273.91it/s]
88259it [07:19, 282.14it/s]
88289it [07:19, 284.48it/s]
88318it [07:19, 279.41it/s]
88347it [07:19, 255.70it/s]
88374it [07:19, 258.68it/s]
88401it [07:19, 256.95it/s]
88429it [07:19, 260.84it/s]
88456it [07:19, 262.79it/s]
88483it [07:19, 252.00it/s]
88509it [07:20, 253.69it/s]
88535it [07:20, 241.57it/s]
88563it [07:20, 248.24it/s]
88588it [07:20, 242.60it/s]
88616it [07:20, 249.70it/s]
88642it [07:20, 243.89it/s]
88667it [07:20, 222.79it/s]
88695it [07:20, 236.93it/s]
88723it [07:20, 248.06it/s]
88749it [07:21, 241.01it/s]
88776it [07:21, 248.80it/s]
88802it [07:21, 248.69it/s]
88828it [07:21, 243.47it/s]
88855it [07:21, 248.37it/s]
88880it [07:21, 224.46it/s]
88905it [07:21, 230.06it/s]
88932it [07:21, 239.28it/s]
88957it [07:21, 237.44it/s]
88983it [07:22, 242.93it/s]
89009it [07:22, 246.19it/s]
89037it [07:22, 252.68it/s]
89065it [07:22, 260.42it/s]
89092it [07:22, 247.66it/s]
89117it [07:22, 206.88it/s]
89140it [07:22, 211.64it/s]
89165it [07:22, 220.85it/s]
89190it [07:22, 228.62it/s]
89216it [07:23, 237.36it/s]
89243it [07:23, 246.63it/s]
89269it [07:23, 246.93it/s]
89294it [07:23, 237.38it/s]
89318it [07:23, 231.92it/s]
89343it [07:23, 236.34it/s]
89368it [07:23, 237.98it/s]
89392it [07:23, 233.28it/s]
89419it [07:23, 241.00it/s]
89445it [07:23, 244.26it/s]
89471it [07:24, 245.86it/s]
89497it [07:24, 249.62it/s]
89522it [07:24, 231.29it/s]
89546it [07:24, 231.19it/s]
89573it [07:24, 240.53it/s]
89598it [07:24, 236.97it/s]
89625it [07:24, 242.93it/s]
89650it [07:24, 238.11it/s]
89676it [07:24, 241.21it/s]
89701it [07:25, 234.17it/s]
89725it [07:25, 230.84it/s]
89749it [07:25, 231.59it/s]
89774it [07:25, 235.64it/s]
89800it [07:25, 242.58it/s]
89825it [07:25, 239.00it/s]
89851it [07:25, 242.78it/s]
89876it [07:25, 240.85it/s]
89901it [07:25, 234.12it/s]
89929it [07:25, 246.56it/s]
89958it [07:26, 258.08it/s]
89984it [07:26, 252.12it/s]
90011it [07:26, 255.59it/s]
90037it [07:26, 252.10it/s]
90066it [07:26, 262.86it/s]
90093it [07:26, 254.62it/s]
90119it [07:26, 222.50it/s]
90143it [07:26, 221.05it/s]
90166it [07:26, 220.10it/s]
90190it [07:27, 223.49it/s]
90213it [07:27, 222.27it/s]
90240it [07:27, 216.21it/s]
90272it [07:27, 243.57it/s]
90299it [07:27, 247.70it/s]
90327it [07:27, 256.63it/s]
90355it [07:27, 261.27it/s]
90383it [07:27, 265.37it/s]
90410it [07:27, 264.35it/s]
90439it [07:28, 268.86it/s]
90466it [07:28, 255.25it/s]
90494it [07:28, 262.14it/s]
90521it [07:28, 220.22it/s]
90545it [07:28, 217.96it/s]
90569it [07:28, 222.11it/s]
90595it [07:28, 230.34it/s]
90621it [07:28, 236.97it/s]
90646it [07:28, 222.28it/s]
90669it [07:29, 209.50it/s]
90699it [07:29, 232.54it/s]
90724it [07:29, 237.09it/s]
90755it [07:29, 257.29it/s]
90782it [07:29, 218.62it/s]
90806it [07:29, 185.78it/s]
90827it [07:29, 179.96it/s]
90847it [07:29, 184.22it/s]
90867it [07:30, 181.45it/s]
90886it [07:30, 174.56it/s]
90904it [07:30, 172.49it/s]
90924it [07:30, 176.75it/s]
90943it [07:30, 180.08it/s]
90962it [07:30, 150.68it/s]
90978it [07:30, 148.09it/s]
91004it [07:30, 175.61it/s]
91023it [07:31, 160.24it/s]
91040it [07:31, 137.96it/s]
91055it [07:31, 139.24it/s]
91076it [07:31, 156.20it/s]
91101it [07:31, 176.51it/s]
91124it [07:31, 189.59it/s]
91147it [07:31, 198.23it/s]
91170it [07:31, 205.17it/s]
91194it [07:31, 213.54it/s]
91217it [07:32, 215.95it/s]
91239it [07:32, 209.42it/s]
91264it [07:32, 220.33it/s]
91288it [07:32, 225.22it/s]
91312it [07:32, 226.99it/s]
91335it [07:32, 221.19it/s]
91360it [07:32, 228.01it/s]
91383it [07:32, 225.23it/s]
91406it [07:32, 226.20it/s]
91430it [07:33, 227.65it/s]
91453it [07:33, 207.87it/s]
91475it [07:33, 207.36it/s]
91496it [07:33, 204.32it/s]
91518it [07:33, 206.94it/s]
91540it [07:33, 208.53it/s]
91561it [07:33, 203.45it/s]
91585it [07:33, 211.97it/s]
91607it [07:33, 214.21it/s]
91629it [07:34, 210.66it/s]
91651it [07:34, 211.89it/s]
91673it [07:34, 205.83it/s]
91694it [07:34, 204.01it/s]
91716it [07:34, 206.99it/s]
91737it [07:34, 205.53it/s]
91758it [07:34, 205.21it/s]
91782it [07:34, 213.89it/s]
91805it [07:34, 217.06it/s]
91827it [07:34, 213.88it/s]
91850it [07:35, 217.42it/s]
91872it [07:35, 217.66it/s]
91896it [07:35, 223.63it/s]
91922it [07:35, 233.43it/s]
91946it [07:35, 230.53it/s]
91971it [07:35, 229.56it/s]
91994it [07:35, 224.20it/s]
92018it [07:35, 228.72it/s]
92044it [07:35, 233.49it/s]
92070it [07:35, 238.04it/s]
92094it [07:36, 231.08it/s]
92118it [07:36, 228.01it/s]
92144it [07:36, 233.78it/s]
92170it [07:36, 240.39it/s]
92195it [07:36, 226.79it/s]
92222it [07:36, 238.26it/s]
92247it [07:36, 235.36it/s]
92280it [07:36, 261.44it/s]
92307it [07:36, 262.61it/s]
92334it [07:37, 264.28it/s]
92363it [07:37, 268.71it/s]
92395it [07:37, 282.33it/s]
92424it [07:37, 266.63it/s]
92457it [07:37, 283.36it/s]
92486it [07:37, 278.29it/s]
92515it [07:37, 253.08it/s]
92541it [07:37, 241.97it/s]
92569it [07:37, 250.91it/s]
92595it [07:38, 239.66it/s]
92621it [07:38, 243.37it/s]
92649it [07:38, 251.78it/s]
92682it [07:38, 272.28it/s]
92712it [07:38, 279.39it/s]
92741it [07:38, 278.88it/s]
92773it [07:38, 290.10it/s]
92803it [07:38, 286.39it/s]
92832it [07:38, 273.60it/s]
92860it [07:39, 270.83it/s]
92891it [07:39, 278.95it/s]
92922it [07:39, 285.62it/s]
92954it [07:39, 295.48it/s]
92985it [07:39, 296.97it/s]
93015it [07:39, 275.65it/s]
93043it [07:39, 271.09it/s]
93071it [07:39, 252.36it/s]
93097it [07:39, 247.62it/s]
93122it [07:40, 246.08it/s]
93147it [07:40, 235.63it/s]
93171it [07:40, 230.52it/s]
93195it [07:40, 232.82it/s]
93227it [07:40, 256.45it/s]
93262it [07:40, 281.60it/s]
93291it [07:40, 283.82it/s]
93322it [07:40, 288.11it/s]
93352it [07:40, 290.17it/s]
93382it [07:40, 274.18it/s]
93411it [07:41, 278.16it/s]
93440it [07:41, 279.22it/s]
93469it [07:41, 279.12it/s]
93502it [07:41, 292.31it/s]
93532it [07:41, 279.89it/s]
93561it [07:41, 271.02it/s]
93595it [07:41, 289.63it/s]
93625it [07:41, 262.10it/s]
93652it [07:41, 253.59it/s]
93678it [07:42, 242.10it/s]
93704it [07:42, 246.62it/s]
93729it [07:42, 236.62it/s]
93753it [07:42, 234.30it/s]
93777it [07:42, 228.16it/s]
93800it [07:42, 226.68it/s]
93825it [07:42, 231.80it/s]
93851it [07:42, 236.42it/s]
93880it [07:42, 251.62it/s]
93912it [07:43, 270.89it/s]
93940it [07:43, 265.70it/s]
93972it [07:43, 276.89it/s]
94000it [07:43, 274.16it/s]
94037it [07:43, 300.50it/s]
94068it [07:43, 297.18it/s]
94098it [07:43, 288.37it/s]
94127it [07:43, 287.36it/s]
94158it [07:43, 292.07it/s]
94188it [07:43, 290.71it/s]
94218it [07:44, 293.29it/s]
94251it [07:44, 301.71it/s]
94282it [07:44, 288.28it/s]
94311it [07:44, 279.31it/s]
94340it [07:44, 271.78it/s]
94368it [07:44, 265.39it/s]
94395it [07:44, 265.21it/s]
94422it [07:44, 264.90it/s]
94449it [07:44, 257.70it/s]
94475it [07:45, 255.78it/s]
94501it [07:45, 252.50it/s]
94527it [07:45, 250.79it/s]
94556it [07:45, 257.73it/s]
94582it [07:45, 242.55it/s]
94611it [07:45, 250.74it/s]
94640it [07:45, 259.97it/s]
94672it [07:45, 273.72it/s]
94700it [07:45, 258.65it/s]
94727it [07:46, 260.29it/s]
94754it [07:46, 250.35it/s]
94780it [07:46, 252.05it/s]
94806it [07:46, 218.06it/s]
94831it [07:46, 225.66it/s]
94856it [07:46, 229.86it/s]
94882it [07:46, 235.45it/s]
94913it [07:46, 255.33it/s]
94939it [07:46, 252.45it/s]
94968it [07:47, 263.06it/s]
94995it [07:47, 264.24it/s]
95022it [07:47, 259.57it/s]
95049it [07:47, 259.90it/s]
95076it [07:47, 252.52it/s]
95102it [07:47, 247.36it/s]
95127it [07:47, 243.01it/s]
95152it [07:47, 233.16it/s]
95177it [07:47, 236.11it/s]
95205it [07:48, 244.94it/s]
95233it [07:48, 253.98it/s]
95259it [07:48, 252.55it/s]
95285it [07:48, 253.14it/s]
95311it [07:48, 237.09it/s]
95336it [07:48, 240.62it/s]
95361it [07:48, 235.42it/s]
95391it [07:48, 250.62it/s]
95420it [07:48, 258.32it/s]
95449it [07:48, 265.98it/s]
95480it [07:49, 277.52it/s]
95508it [07:49, 270.09it/s]
95536it [07:49, 250.77it/s]
95562it [07:49, 229.27it/s]
95589it [07:49, 239.28it/s]
95620it [07:49, 257.11it/s]
95647it [07:49, 258.91it/s]
95674it [07:49, 255.27it/s]
95701it [07:49, 257.29it/s]
95736it [07:50, 279.90it/s]
95768it [07:50, 288.53it/s]
95799it [07:50, 291.91it/s]
95829it [07:50, 283.73it/s]
95858it [07:50, 267.61it/s]
95885it [07:50, 251.73it/s]
95912it [07:50, 255.96it/s]
95941it [07:50, 263.87it/s]
95968it [07:50, 223.68it/s]
95993it [07:51, 228.02it/s]
96022it [07:51, 244.37it/s]
96052it [07:51, 257.18it/s]
96079it [07:51, 243.59it/s]
96104it [07:51, 242.04it/s]
96129it [07:51, 228.23it/s]
96157it [07:51, 241.37it/s]
96184it [07:51, 249.04it/s]
96210it [07:51, 248.77it/s]
96238it [07:52, 255.60it/s]
96266it [07:52, 262.16it/s]
96293it [07:52, 263.24it/s]
96320it [07:52, 261.07it/s]
96349it [07:52, 268.77it/s]
96376it [07:52, 264.42it/s]
96403it [07:52, 214.28it/s]
96426it [07:52, 211.91it/s]
96452it [07:52, 222.94it/s]
96476it [07:53, 224.90it/s]
96502it [07:53, 231.71it/s]
96526it [07:53, 233.68it/s]
96550it [07:53, 225.54it/s]
96574it [07:53, 228.42it/s]
96599it [07:53, 232.25it/s]
96626it [07:53, 242.00it/s]
96653it [07:53, 249.38it/s]
96681it [07:53, 256.75it/s]
96710it [07:54, 266.01it/s]
96737it [07:54, 258.44it/s]
96763it [07:54, 208.54it/s]
96786it [07:54, 202.21it/s]
96808it [07:54, 204.81it/s]
96830it [07:54, 200.45it/s]
96851it [07:54, 193.97it/s]
96871it [07:54, 189.13it/s]
96891it [07:54, 191.63it/s]
96915it [07:55, 198.74it/s]
96936it [07:55, 158.63it/s]
96954it [07:55, 121.79it/s]
96969it [07:55, 112.51it/s]
96989it [07:55, 128.92it/s]
97019it [07:55, 166.30it/s]
97047it [07:56, 192.19it/s]
97076it [07:56, 215.23it/s]
97100it [07:56, 221.27it/s]
97124it [07:56, 225.78it/s]
97148it [07:56, 227.95it/s]
97172it [07:56, 220.99it/s]
97196it [07:56, 225.14it/s]
97224it [07:56, 240.58it/s]
97252it [07:56, 250.33it/s]
97278it [07:56, 251.33it/s]
97305it [07:57, 255.72it/s]
97331it [07:57, 251.89it/s]
97357it [07:57, 241.70it/s]
97382it [07:57, 220.49it/s]
97406it [07:57, 225.31it/s]
97429it [07:57, 219.69it/s]
97454it [07:57, 225.90it/s]
97477it [07:57, 224.11it/s]
97500it [07:57, 224.47it/s]
97523it [07:58, 219.26it/s]
97549it [07:58, 227.73it/s]
97572it [07:58, 224.61it/s]
97595it [07:58, 223.95it/s]
97618it [07:58, 225.03it/s]
97641it [07:58, 224.36it/s]
97666it [07:58, 229.94it/s]
97690it [07:58, 231.06it/s]
97714it [07:58, 226.90it/s]
97737it [07:58, 223.81it/s]
97764it [07:59, 237.14it/s]
97788it [07:59, 236.38it/s]
97814it [07:59, 243.24it/s]
97842it [07:59, 254.07it/s]
97869it [07:59, 258.66it/s]
97895it [07:59, 248.35it/s]
97920it [07:59, 244.52it/s]
97945it [07:59, 242.26it/s]
97970it [07:59, 242.77it/s]
97995it [08:00, 237.60it/s]
98020it [08:00, 239.57it/s]
98047it [08:00, 244.27it/s]
98072it [08:00, 235.39it/s]
98099it [08:00, 244.88it/s]
98128it [08:00, 255.80it/s]
98157it [08:00, 264.00it/s]
98184it [08:00, 262.30it/s]
98217it [08:00, 279.90it/s]
98247it [08:00, 285.63it/s]
98277it [08:01, 288.39it/s]
98306it [08:01, 287.85it/s]
98335it [08:01, 273.70it/s]
98363it [08:01, 257.93it/s]
98390it [08:01, 256.02it/s]
98416it [08:01, 249.01it/s]
98442it [08:01, 247.57it/s]
98467it [08:01, 241.48it/s]
98492it [08:01, 237.14it/s]
98516it [08:02, 229.77it/s]
98540it [08:02, 216.00it/s]
98562it [08:02, 214.62it/s]
98586it [08:02, 220.90it/s]
98610it [08:02, 225.11it/s]
98638it [08:02, 239.84it/s]
98666it [08:02, 248.11it/s]
98696it [08:02, 256.97it/s]
98728it [08:02, 275.04it/s]
98763it [08:03, 294.24it/s]
98796it [08:03, 302.88it/s]
98829it [08:03, 309.44it/s]
98861it [08:03, 285.53it/s]
98890it [08:03, 276.28it/s]
98918it [08:03, 251.28it/s]
98944it [08:03, 239.53it/s]
98969it [08:03, 225.89it/s]
98994it [08:03, 231.80it/s]
99018it [08:04, 224.93it/s]
99041it [08:04, 218.23it/s]
99064it [08:04, 218.93it/s]
99088it [08:04, 222.60it/s]
99111it [08:04, 219.21it/s]
99136it [08:04, 224.33it/s]
99161it [08:04, 231.11it/s]
99186it [08:04, 235.13it/s]
99211it [08:04, 237.49it/s]
99239it [08:05, 249.61it/s]
99270it [08:05, 266.34it/s]
99297it [08:05, 267.06it/s]
99330it [08:05, 280.18it/s]
99359it [08:05, 269.17it/s]
99387it [08:05, 260.88it/s]
99414it [08:05, 261.08it/s]
99441it [08:05, 258.14it/s]
99468it [08:05, 261.02it/s]
99497it [08:05, 267.40it/s]
99524it [08:06, 267.34it/s]
99552it [08:06, 270.55it/s]
99580it [08:06, 264.05it/s]
99607it [08:06, 246.51it/s]
99633it [08:06, 248.13it/s]
99659it [08:06, 250.44it/s]
99685it [08:06, 252.32it/s]
99711it [08:06, 250.07it/s]
99737it [08:06, 251.82it/s]
99764it [08:07, 256.37it/s]
99798it [08:07, 278.10it/s]
99827it [08:07, 278.71it/s]
99857it [08:07, 284.65it/s]
99886it [08:07, 274.24it/s]
99914it [08:07, 262.90it/s]
99944it [08:07, 272.72it/s]
99973it [08:07, 276.59it/s]
100001it [08:07, 263.28it/s]
100028it [08:07, 253.71it/s]
100057it [08:08, 263.01it/s]
100084it [08:08, 249.47it/s]
100110it [08:08, 247.49it/s]
100135it [08:08, 244.41it/s]
100160it [08:08, 243.11it/s]
100186it [08:08, 246.74it/s]
100213it [08:08, 252.87it/s]
100241it [08:08, 258.60it/s]
100267it [08:08, 258.90it/s]
100293it [08:09, 243.16it/s]
100325it [08:09, 261.35it/s]
100356it [08:09, 272.89it/s]
100386it [08:09, 277.73it/s]
100414it [08:09, 271.90it/s]
100442it [08:09, 254.89it/s]
100468it [08:09, 253.47it/s]
100494it [08:09, 247.86it/s]
100519it [08:09, 243.26it/s]
100548it [08:10, 255.11it/s]
100575it [08:10, 256.52it/s]
100601it [08:10, 250.76it/s]
100627it [08:10, 253.12it/s]
100653it [08:10, 240.43it/s]
100678it [08:10, 208.33it/s]
100700it [08:10, 206.02it/s]
100722it [08:10, 209.00it/s]
100745it [08:10, 213.75it/s]
100768it [08:11, 217.71it/s]
100799it [08:11, 242.68it/s]
100824it [08:11, 240.61it/s]
100849it [08:11, 238.84it/s]
100877it [08:11, 248.47it/s]
100907it [08:11, 261.40it/s]
100937it [08:11, 251.10it/s]
100963it [08:11, 245.48it/s]
100988it [08:11, 239.04it/s]
101014it [08:12, 239.80it/s]
101040it [08:12, 243.83it/s]
101068it [08:12, 253.73it/s]
101095it [08:12, 256.06it/s]
101121it [08:12, 244.33it/s]
101148it [08:12, 250.54it/s]
101181it [08:12, 272.27it/s]
101211it [08:12, 275.93it/s]
101239it [08:12, 275.25it/s]
101271it [08:12, 279.12it/s]
101299it [08:13, 272.88it/s]
101327it [08:13, 271.82it/s]
101355it [08:13, 264.26it/s]
101382it [08:13, 261.47it/s]
101409it [08:13, 252.09it/s]
101435it [08:13, 231.80it/s]
101459it [08:13, 231.08it/s]
101483it [08:13, 228.83it/s]
101507it [08:13, 231.10it/s]
101533it [08:14, 238.38it/s]
101560it [08:14, 245.92it/s]
101585it [08:14, 243.39it/s]
101611it [08:14, 247.99it/s]
101638it [08:14, 252.12it/s]
101668it [08:14, 264.51it/s]
101695it [08:14, 260.62it/s]
101726it [08:14, 273.76it/s]
101755it [08:14, 277.16it/s]
101787it [08:14, 287.35it/s]
101816it [08:15, 286.10it/s]
101845it [08:15, 283.85it/s]
101874it [08:15, 218.12it/s]
101899it [08:15, 222.72it/s]
101924it [08:15, 229.35it/s]
101949it [08:15, 223.40it/s]
101973it [08:15, 221.78it/s]
101996it [08:15, 219.20it/s]
102023it [08:16, 231.89it/s]
102052it [08:16, 248.11it/s]
102078it [08:16, 206.17it/s]
102101it [08:16, 182.57it/s]
102121it [08:16, 174.17it/s]
102149it [08:16, 198.50it/s]
102176it [08:16, 215.57it/s]
102203it [08:16, 227.59it/s]
102230it [08:17, 237.70it/s]
102255it [08:17, 233.40it/s]
102279it [08:17, 233.61it/s]
102307it [08:17, 246.19it/s]
102335it [08:17, 251.27it/s]
102361it [08:17, 253.37it/s]
102387it [08:17, 247.82it/s]
102413it [08:17, 249.72it/s]
102439it [08:17, 248.74it/s]
102464it [08:17, 245.88it/s]
102492it [08:18, 252.28it/s]
102518it [08:18, 246.91it/s]
102544it [08:18, 248.36it/s]
102569it [08:18, 243.94it/s]
102594it [08:18, 236.36it/s]
102618it [08:18, 227.25it/s]
102641it [08:18, 226.00it/s]
102667it [08:18, 233.25it/s]
102691it [08:18, 227.14it/s]
102714it [08:19, 209.48it/s]
102737it [08:19, 214.16it/s]
102760it [08:19, 217.75it/s]
102784it [08:19, 221.55it/s]
102809it [08:19, 226.30it/s]
102832it [08:19, 225.24it/s]
102855it [08:19, 226.08it/s]
102879it [08:19, 227.95it/s]
102902it [08:19, 217.01it/s]
102927it [08:20, 226.32it/s]
102950it [08:20, 213.46it/s]
102977it [08:20, 226.99it/s]
103004it [08:20, 238.53it/s]
103029it [08:20, 234.08it/s]
103053it [08:20, 231.71it/s]
103077it [08:20, 231.57it/s]
103101it [08:20, 224.88it/s]
103125it [08:20, 227.25it/s]
103149it [08:20, 228.39it/s]
103172it [08:21, 224.73it/s]
103195it [08:21, 222.78it/s]
103223it [08:21, 236.14it/s]
103248it [08:21, 239.97it/s]
103274it [08:21, 244.80it/s]
103299it [08:21, 236.15it/s]
103323it [08:21, 227.99it/s]
103349it [08:21, 234.65it/s]
103373it [08:21, 235.47it/s]
103404it [08:22, 255.54it/s]
103430it [08:22, 238.63it/s]
103455it [08:22, 231.91it/s]
103480it [08:22, 234.51it/s]
103504it [08:22, 231.43it/s]
103528it [08:22, 227.96it/s]
103552it [08:22, 230.24it/s]
103577it [08:22, 235.43it/s]
103601it [08:22, 228.54it/s]
103624it [08:23, 228.77it/s]
103647it [08:23, 224.94it/s]
103671it [08:23, 227.71it/s]
103695it [08:23, 229.64it/s]
103718it [08:23, 228.10it/s]
103744it [08:23, 234.29it/s]
103768it [08:23, 229.20it/s]
103791it [08:23, 223.51it/s]
103814it [08:23, 217.59it/s]
103841it [08:23, 230.84it/s]
103869it [08:24, 243.41it/s]
103897it [08:24, 253.32it/s]
103927it [08:24, 265.35it/s]
103954it [08:24, 256.97it/s]
103981it [08:24, 258.75it/s]
104007it [08:24, 254.43it/s]
104035it [08:24, 260.62it/s]
104064it [08:24, 263.39it/s]
104091it [08:24, 259.92it/s]
104120it [08:25, 267.15it/s]
104148it [08:25, 268.63it/s]
104177it [08:25, 272.79it/s]
104205it [08:25, 271.60it/s]
104233it [08:25, 273.34it/s]
104261it [08:25, 255.17it/s]
104287it [08:25, 241.73it/s]
104314it [08:25, 246.24it/s]
104339it [08:25, 243.80it/s]
104369it [08:25, 257.64it/s]
104395it [08:26, 241.24it/s]
104423it [08:26, 249.06it/s]
104449it [08:26, 243.24it/s]
104482it [08:26, 265.27it/s]
104509it [08:26, 263.23it/s]
104539it [08:26, 272.19it/s]
104569it [08:26, 278.32it/s]
104597it [08:26, 278.43it/s]
104625it [08:26, 275.71it/s]
104653it [08:27, 271.25it/s]
104681it [08:27, 261.12it/s]
104708it [08:27, 258.89it/s]
104734it [08:27, 244.13it/s]
104760it [08:27, 247.35it/s]
104787it [08:27, 252.05it/s]
104813it [08:27, 249.53it/s]
104841it [08:27, 257.31it/s]
104867it [08:27, 254.77it/s]
104894it [08:28, 255.61it/s]
104920it [08:28, 246.17it/s]
104945it [08:28, 238.18it/s]
104970it [08:28, 241.13it/s]
105000it [08:28, 255.92it/s]
105026it [08:28, 251.01it/s]
105052it [08:28, 234.86it/s]
105076it [08:28, 228.13it/s]
105103it [08:28, 237.01it/s]
105127it [08:29, 233.80it/s]
105155it [08:29, 245.53it/s]
105180it [08:29, 242.24it/s]
105209it [08:29, 253.38it/s]
105237it [08:29, 258.78it/s]
105263it [08:29, 254.62it/s]
105289it [08:29, 236.39it/s]
105313it [08:29, 234.03it/s]
105339it [08:29, 238.86it/s]
105368it [08:29, 253.33it/s]
105394it [08:30, 241.36it/s]
105419it [08:30, 235.63it/s]
105443it [08:30, 227.77it/s]
105468it [08:30, 233.25it/s]
105493it [08:30, 237.20it/s]
105522it [08:30, 250.37it/s]
105550it [08:30, 257.48it/s]
105579it [08:30, 263.23it/s]
105606it [08:30, 257.24it/s]
105632it [08:31, 225.28it/s]
105656it [08:31, 224.33it/s]
105680it [08:31, 228.51it/s]
105705it [08:31, 233.18it/s]
105729it [08:31, 231.83it/s]
105754it [08:31, 233.49it/s]
105778it [08:31, 229.34it/s]
105805it [08:31, 240.23it/s]
105837it [08:31, 258.42it/s]
105863it [08:32, 250.67it/s]
105889it [08:32, 242.69it/s]
105914it [08:32, 240.76it/s]
105939it [08:32, 241.90it/s]
105964it [08:32, 236.02it/s]
105989it [08:32, 238.65it/s]
106020it [08:32, 258.24it/s]
106052it [08:32, 274.13it/s]
106080it [08:32, 272.36it/s]
106113it [08:32, 286.97it/s]
106142it [08:33, 277.97it/s]
106170it [08:33, 251.77it/s]
106196it [08:33, 251.75it/s]
106222it [08:33, 221.77it/s]
106245it [08:33, 211.36it/s]
106270it [08:33, 218.68it/s]
106295it [08:33, 224.26it/s]
106318it [08:33, 225.50it/s]
106344it [08:34, 233.39it/s]
106368it [08:34, 234.79it/s]
106392it [08:34, 230.56it/s]
106424it [08:34, 254.27it/s]
106451it [08:34, 254.65it/s]
106477it [08:34, 248.36it/s]
106502it [08:34, 245.01it/s]
106531it [08:34, 257.39it/s]
106559it [08:34, 263.65it/s]
106589it [08:34, 272.31it/s]
106617it [08:35, 264.33it/s]
106644it [08:35, 257.91it/s]
106670it [08:35, 248.51it/s]
106695it [08:35, 224.67it/s]
106719it [08:35, 227.48it/s]
106743it [08:35, 209.10it/s]
106765it [08:35, 211.90it/s]
106787it [08:35, 212.48it/s]
106816it [08:35, 228.42it/s]
106840it [08:36, 226.89it/s]
106863it [08:36, 219.63it/s]
106887it [08:36, 223.63it/s]
106910it [08:36, 224.83it/s]
106936it [08:36, 233.14it/s]
106961it [08:36, 237.75it/s]
106985it [08:36, 231.20it/s]
107009it [08:36, 231.28it/s]
107033it [08:36, 228.15it/s]
107056it [08:37, 223.82it/s]
107081it [08:37, 231.28it/s]
107106it [08:37, 235.32it/s]
107130it [08:37, 228.92it/s]
107154it [08:37, 231.41it/s]
107179it [08:37, 234.36it/s]
107203it [08:37, 234.70it/s]
107232it [08:37, 250.31it/s]
107258it [08:37, 228.22it/s]
107282it [08:38, 224.42it/s]
107305it [08:38, 216.26it/s]
107327it [08:38, 210.55it/s]
107352it [08:38, 219.04it/s]
107378it [08:38, 229.81it/s]
107406it [08:38, 242.30it/s]
107431it [08:38, 243.97it/s]
107456it [08:38, 244.37it/s]
107481it [08:38, 242.16it/s]
107506it [08:38, 240.02it/s]
107533it [08:39, 248.05it/s]
107558it [08:39, 243.66it/s]
107587it [08:39, 256.22it/s]
107613it [08:39, 254.33it/s]
107639it [08:39, 253.39it/s]
107665it [08:39, 242.90it/s]
107692it [08:39, 250.25it/s]
107720it [08:39, 258.77it/s]
107746it [08:39, 254.01it/s]
107772it [08:40, 243.71it/s]
107797it [08:40, 236.32it/s]
107823it [08:40, 241.52it/s]
107848it [08:40, 242.35it/s]
107873it [08:40, 243.90it/s]
107902it [08:40, 254.15it/s]
107928it [08:40, 254.94it/s]
107957it [08:40, 264.66it/s]
107985it [08:40, 268.22it/s]
108012it [08:40, 264.74it/s]
108040it [08:41, 267.04it/s]
108068it [08:41, 267.57it/s]
108095it [08:41, 259.19it/s]
108121it [08:41, 251.40it/s]
108148it [08:41, 255.46it/s]
108175it [08:41, 258.21it/s]
108201it [08:41, 245.91it/s]
108226it [08:41, 231.02it/s]
108252it [08:41, 237.51it/s]
108276it [08:42, 237.24it/s]
108300it [08:42, 231.79it/s]
108324it [08:42, 229.57it/s]
108349it [08:42, 234.87it/s]
108373it [08:42, 235.38it/s]
108401it [08:42, 247.78it/s]
108433it [08:42, 266.96it/s]
108461it [08:42, 269.37it/s]
108488it [08:42, 260.43it/s]
108519it [08:42, 274.04it/s]
108547it [08:43, 253.56it/s]
108573it [08:43, 244.60it/s]
108598it [08:43, 234.64it/s]
108622it [08:43, 229.83it/s]
108646it [08:43, 225.04it/s]
108669it [08:43, 224.68it/s]
108694it [08:43, 228.90it/s]
108721it [08:43, 240.55it/s]
108746it [08:43, 242.15it/s]
108771it [08:44, 243.58it/s]
108797it [08:44, 247.50it/s]
108822it [08:44, 234.35it/s]
108847it [08:44, 237.34it/s]
108873it [08:44, 242.54it/s]
108898it [08:44, 233.24it/s]
108922it [08:44, 229.12it/s]
108946it [08:44, 229.20it/s]
108973it [08:44, 238.62it/s]
109001it [08:45, 249.83it/s]
109028it [08:45, 253.96it/s]
109055it [08:45, 257.93it/s]
109081it [08:45, 251.50it/s]
109110it [08:45, 259.44it/s]
109136it [08:45, 251.08it/s]
109162it [08:45, 249.17it/s]
109191it [08:45, 259.53it/s]
109218it [08:45, 252.24it/s]
109244it [08:46, 246.77it/s]
109269it [08:46, 233.75it/s]
109296it [08:46, 240.42it/s]
109327it [08:46, 254.02it/s]
109353it [08:46, 251.21it/s]
109381it [08:46, 258.82it/s]
109407it [08:46, 257.60it/s]
109433it [08:46, 252.66it/s]
109459it [08:46, 227.69it/s]
109483it [08:47, 204.94it/s]
109512it [08:47, 225.30it/s]
109537it [08:47, 231.67it/s]
109561it [08:47, 231.10it/s]
109585it [08:47, 225.79it/s]
109608it [08:47, 199.55it/s]
109629it [08:47, 197.15it/s]
109650it [08:47, 177.51it/s]
109674it [08:47, 192.02it/s]
109701it [08:48, 210.91it/s]
109723it [08:48, 211.33it/s]
109745it [08:48, 203.09it/s]
109766it [08:48, 177.72it/s]
109785it [08:48, 163.73it/s]
109802it [08:48, 150.67it/s]
109818it [08:48, 148.80it/s]
109834it [08:48, 141.70it/s]
109860it [08:49, 171.24it/s]
109878it [08:49, 173.03it/s]
109896it [08:49, 150.38it/s]
109914it [08:49, 156.87it/s]
109938it [08:49, 175.03it/s]
109962it [08:49, 192.35it/s]
109985it [08:49, 202.35it/s]
110006it [08:49, 167.95it/s]
110031it [08:50, 188.12it/s]
110053it [08:50, 195.57it/s]
110076it [08:50, 201.40it/s]
110097it [08:50, 184.64it/s]
110117it [08:50, 187.75it/s]
110143it [08:50, 207.40it/s]
110166it [08:50, 213.39it/s]
110188it [08:50, 188.89it/s]
110216it [08:50, 212.78it/s]
110243it [08:51, 227.88it/s]
110269it [08:51, 235.73it/s]
110296it [08:51, 244.67it/s]
110321it [08:51, 233.31it/s]
110345it [08:51, 215.81it/s]
110373it [08:51, 230.16it/s]
110397it [08:51, 229.53it/s]
110422it [08:51, 234.45it/s]
110446it [08:51, 231.15it/s]
110473it [08:51, 239.81it/s]
110498it [08:52, 235.22it/s]
110522it [08:52, 216.68it/s]
110544it [08:52, 201.90it/s]
110565it [08:52, 189.24it/s]
110589it [08:52, 198.15it/s]
110610it [08:52, 182.30it/s]
110629it [08:52, 180.37it/s]
110648it [08:52, 177.40it/s]
110668it [08:53, 182.13it/s]
110687it [08:53, 175.21it/s]
110705it [08:53, 161.82it/s]
110723it [08:53, 164.44it/s]
110743it [08:53, 173.01it/s]
110761it [08:53, 174.50it/s]
110779it [08:53, 164.77it/s]
110796it [08:53, 161.54it/s]
110813it [08:53, 153.42it/s]
110831it [08:54, 159.10it/s]
110848it [08:54, 160.54it/s]
110867it [08:54, 162.62it/s]
110884it [08:54, 136.31it/s]
110903it [08:54, 148.93it/s]
110919it [08:54, 143.40it/s]
110935it [08:54, 147.02it/s]
110951it [08:54, 145.53it/s]
110966it [08:55, 135.33it/s]
110989it [08:55, 159.43it/s]
111015it [08:55, 186.80it/s]
111040it [08:55, 203.02it/s]
111061it [08:55, 195.34it/s]
111081it [08:55, 191.83it/s]
111101it [08:55, 183.31it/s]
111120it [08:55, 164.79it/s]
111147it [08:55, 191.30it/s]
111171it [08:56, 204.09it/s]
111193it [08:56, 197.80it/s]
111214it [08:56, 194.01it/s]
111234it [08:56, 193.78it/s]
111254it [08:56, 161.53it/s]
111279it [08:56, 182.75it/s]
111306it [08:56, 205.22it/s]
111328it [08:56, 208.89it/s]
111350it [08:56, 204.68it/s]
111372it [08:57, 205.88it/s]
111394it [08:57, 208.71it/s]
111418it [08:57, 216.68it/s]
111440it [08:57, 215.82it/s]
111463it [08:57, 216.42it/s]
111487it [08:57, 222.86it/s]
111510it [08:57, 212.84it/s]
111532it [08:57, 191.61it/s]
111558it [08:57, 207.26it/s]
111586it [08:58, 225.85it/s]
111617it [08:58, 247.75it/s]
111643it [08:58, 246.91it/s]
111669it [08:58, 241.76it/s]
111694it [08:58, 242.30it/s]
111719it [08:58, 231.18it/s]
111743it [08:58, 223.61it/s]
111766it [08:58, 211.70it/s]
111790it [08:58, 217.60it/s]
111812it [08:59, 180.55it/s]
111838it [08:59, 200.01it/s]
111860it [08:59, 202.89it/s]
111884it [08:59, 211.83it/s]
111916it [08:59, 240.63it/s]
111943it [08:59, 248.51it/s]
111969it [08:59, 232.77it/s]
111993it [08:59, 232.36it/s]
112019it [08:59, 239.43it/s]
112044it [09:00, 237.81it/s]
112069it [09:00, 235.93it/s]
112093it [09:00, 219.49it/s]
112116it [09:00, 199.61it/s]
112137it [09:00, 180.05it/s]
112156it [09:00, 162.72it/s]
112173it [09:00, 159.25it/s]
112190it [09:00, 159.95it/s]
112207it [09:01, 157.42it/s]
112223it [09:01, 139.06it/s]
112238it [09:01, 137.89it/s]
112257it [09:01, 150.38it/s]
112273it [09:01, 137.62it/s]
112288it [09:01, 129.86it/s]
112302it [09:01, 126.94it/s]
112315it [09:01, 127.51it/s]
112329it [09:02, 127.61it/s]
112342it [09:02, 123.11it/s]
112360it [09:02, 138.03it/s]
112374it [09:02, 137.51it/s]
112388it [09:02, 110.44it/s]
112400it [09:02, 100.55it/s]
112415it [09:02, 112.28it/s]
112432it [09:02, 125.45it/s]
112446it [09:03, 117.88it/s]
112459it [09:03, 110.84it/s]
112476it [09:03, 125.62it/s]
112490it [09:03, 121.69it/s]
112503it [09:03, 123.34it/s]
112516it [09:03, 111.00it/s]
112528it [09:03, 111.58it/s]
112544it [09:03, 123.98it/s]
112557it [09:04, 107.08it/s]
112569it [09:04, 106.58it/s]
112593it [09:04, 140.03it/s]
112613it [09:04, 155.27it/s]
112630it [09:04, 151.25it/s]
112646it [09:04, 144.20it/s]
112663it [09:04, 150.79it/s]
112679it [09:04, 148.91it/s]
112695it [09:04, 144.27it/s]
112711it [09:05, 147.42it/s]
112726it [09:05, 125.66it/s]
112743it [09:05, 133.45it/s]
112768it [09:05, 163.35it/s]
112792it [09:05, 183.00it/s]
112819it [09:05, 205.96it/s]
112846it [09:05, 220.55it/s]
112869it [09:05, 219.72it/s]
112892it [09:05, 211.50it/s]
112914it [09:06, 176.39it/s]
112933it [09:06, 164.34it/s]
112951it [09:06, 165.45it/s]
112971it [09:06, 172.29it/s]
112989it [09:06, 163.53it/s]
113006it [09:06, 162.78it/s]
113028it [09:06, 176.76it/s]
113054it [09:06, 198.51it/s]
113083it [09:06, 223.57it/s]
113108it [09:07, 229.17it/s]
113132it [09:07, 231.01it/s]
113156it [09:07, 166.19it/s]
113176it [09:07, 163.60it/s]
113200it [09:07, 181.10it/s]
113225it [09:07, 197.00it/s]
113247it [09:07, 196.89it/s]
113268it [09:07, 197.74it/s]
113289it [09:08, 179.07it/s]
113311it [09:08, 188.53it/s]
113334it [09:08, 199.04it/s]
113357it [09:08, 206.78it/s]
113380it [09:08, 212.18it/s]
113402it [09:08, 189.67it/s]
113422it [09:08, 188.18it/s]
113446it [09:08, 199.48it/s]
113471it [09:09, 212.36it/s]
113493it [09:09, 206.84it/s]
113515it [09:09, 207.97it/s]
113536it [09:09, 202.68it/s]
113557it [09:09, 173.96it/s]
113583it [09:09, 195.63it/s]
113606it [09:09, 203.83it/s]
113633it [09:09, 221.42it/s]
113656it [09:09, 207.37it/s]
113678it [09:10, 203.89it/s]
113699it [09:10, 188.83it/s]
113719it [09:10, 182.71it/s]
113738it [09:10, 179.41it/s]
113757it [09:10, 175.19it/s]
113776it [09:10, 177.41it/s]
113799it [09:10, 189.10it/s]
113821it [09:10, 195.95it/s]
113845it [09:10, 207.25it/s]
113869it [09:11, 214.49it/s]
113895it [09:11, 225.78it/s]
113918it [09:11, 223.14it/s]
113941it [09:11, 192.77it/s]
113967it [09:11, 206.87it/s]
113994it [09:11, 217.60it/s]
114020it [09:11, 227.38it/s]
114047it [09:11, 236.03it/s]
114072it [09:11, 238.18it/s]
114097it [09:12, 231.71it/s]
114121it [09:12, 221.83it/s]
114144it [09:12, 198.44it/s]
114165it [09:12, 188.00it/s]
114185it [09:12, 179.37it/s]
114204it [09:12, 181.75it/s]
114224it [09:12, 185.08it/s]
114249it [09:12, 200.63it/s]
114274it [09:12, 213.63it/s]
114297it [09:13, 217.60it/s]
114321it [09:13, 220.89it/s]
114344it [09:13, 212.11it/s]
114366it [09:13, 182.55it/s]
114394it [09:13, 202.24it/s]
114421it [09:13, 217.93it/s]
114447it [09:13, 228.75it/s]
114471it [09:13, 219.54it/s]
114494it [09:13, 220.70it/s]
114517it [09:14, 222.03it/s]
114540it [09:14, 222.77it/s]
114563it [09:14, 221.66it/s]
114586it [09:14, 223.79it/s]
114613it [09:14, 234.76it/s]
114637it [09:14, 234.19it/s]
114661it [09:14, 214.82it/s]
114683it [09:14, 214.86it/s]
114705it [09:14, 206.66it/s]
114730it [09:15, 217.45it/s]
114752it [09:15, 198.40it/s]
114773it [09:15, 178.66it/s]
114792it [09:15, 120.09it/s]
114807it [09:15, 122.80it/s]
114822it [09:15, 116.79it/s]
114836it [09:16, 113.23it/s]
114849it [09:16, 92.07it/s]
114860it [09:16, 93.82it/s]
114874it [09:16, 103.08it/s]
114889it [09:16, 114.04it/s]
114902it [09:16, 103.19it/s]
114914it [09:16, 91.58it/s]
114924it [09:17, 82.81it/s]
114933it [09:17, 82.74it/s]
114945it [09:17, 91.46it/s]
114957it [09:17, 97.74it/s]
114972it [09:17, 110.81it/s]
114989it [09:17, 126.20it/s]
115003it [09:17, 102.26it/s]
115015it [09:18, 79.51it/s]
115025it [09:18, 72.89it/s]
115038it [09:18, 83.41it/s]
115051it [09:18, 93.25it/s]
115066it [09:18, 106.72it/s]
115081it [09:18, 116.92it/s]
115096it [09:18, 123.16it/s]
115110it [09:18, 123.90it/s]
115123it [09:19, 96.48it/s]
115134it [09:19, 74.04it/s]
115157it [09:19, 104.49it/s]
115173it [09:19, 114.70it/s]
115188it [09:19, 122.53it/s]
115202it [09:19, 121.87it/s]
115219it [09:19, 131.32it/s]
115234it [09:19, 130.78it/s]
115254it [09:20, 147.62it/s]
115273it [09:20, 157.62it/s]
115290it [09:20, 145.56it/s]
115306it [09:20, 101.24it/s]
115325it [09:20, 118.66it/s]
115344it [09:20, 134.35it/s]
115360it [09:20, 137.29it/s]
115381it [09:20, 154.60it/s]
115398it [09:21, 141.13it/s]
115414it [09:21, 145.73it/s]
115433it [09:21, 154.97it/s]
115453it [09:21, 166.61it/s]
115471it [09:21, 154.45it/s]
115489it [09:21, 159.44it/s]
115506it [09:21, 156.93it/s]
115524it [09:21, 162.56it/s]
115548it [09:21, 183.86it/s]
115574it [09:22, 204.70it/s]
115595it [09:22, 199.70it/s]
115616it [09:22, 186.06it/s]
115635it [09:22, 165.75it/s]
115656it [09:22, 175.78it/s]
115677it [09:22, 179.58it/s]
115698it [09:22, 187.63it/s]
115725it [09:22, 204.83it/s]
115747it [09:23, 206.70it/s]
115768it [09:23, 193.92it/s]
115791it [09:23, 203.17it/s]
115812it [09:23, 201.48it/s]
115833it [09:23, 178.34it/s]
115852it [09:23, 161.93it/s]
115869it [09:23, 158.94it/s]
115886it [09:23, 159.13it/s]
115905it [09:23, 167.01it/s]
115927it [09:24, 181.03it/s]
115954it [09:24, 204.30it/s]
115975it [09:24, 196.61it/s]
115995it [09:24, 173.48it/s]
116016it [09:24, 182.34it/s]
116037it [09:24, 185.75it/s]
116060it [09:24, 196.71it/s]
116083it [09:24, 202.69it/s]
116104it [09:24, 192.60it/s]
116124it [09:25, 184.32it/s]
116143it [09:25, 174.35it/s]
116161it [09:25, 171.52it/s]
116179it [09:25, 152.61it/s]
116197it [09:25, 158.34it/s]
116221it [09:25, 179.55it/s]
116247it [09:25, 200.55it/s]
116268it [09:25, 195.02it/s]
116288it [09:26, 189.20it/s]
116314it [09:26, 206.20it/s]
116336it [09:26, 209.15it/s]
116358it [09:26, 209.05it/s]
116381it [09:26, 213.99it/s]
116403it [09:26, 208.58it/s]
116424it [09:26, 197.15it/s]
116444it [09:26, 196.96it/s]
116464it [09:26, 181.55it/s]
116483it [09:27, 154.37it/s]
116500it [09:27, 154.98it/s]
116520it [09:27, 165.20it/s]
116546it [09:27, 189.48it/s]
116571it [09:27, 203.49it/s]
116594it [09:27, 208.07it/s]
116616it [09:27, 206.64it/s]
116637it [09:27, 196.60it/s]
116657it [09:27, 183.39it/s]
116676it [09:28, 177.74it/s]
116701it [09:28, 195.18it/s]
116727it [09:28, 211.86it/s]
116751it [09:28, 219.29it/s]
116774it [09:28, 203.61it/s]
116795it [09:28, 199.83it/s]
116816it [09:28, 179.00it/s]
116835it [09:28, 159.48it/s]
116854it [09:29, 165.10it/s]
116872it [09:29, 168.14it/s]
116896it [09:29, 186.22it/s]
116919it [09:29, 197.19it/s]
116943it [09:29, 207.64it/s]
116969it [09:29, 221.10it/s]
116992it [09:29, 213.07it/s]
117014it [09:29, 204.91it/s]
117035it [09:29, 205.60it/s]
117056it [09:29, 201.07it/s]
117077it [09:30, 145.29it/s]
117094it [09:30, 111.55it/s]
117108it [09:30, 97.39it/s]
117120it [09:30, 82.81it/s]
117130it [09:30, 85.31it/s]
117140it [09:31, 77.73it/s]
117149it [09:31, 72.46it/s]
117159it [09:31, 73.89it/s]
117171it [09:31, 82.35it/s]
117182it [09:31, 87.68it/s]
117195it [09:31, 91.54it/s]
117205it [09:31, 84.58it/s]
117214it [09:32, 77.81it/s]
117223it [09:32, 78.29it/s]
117235it [09:32, 80.59it/s]
117246it [09:32, 86.33it/s]
117259it [09:32, 97.20it/s]
117273it [09:32, 107.38it/s]
117289it [09:32, 120.91it/s]
117303it [09:32, 125.29it/s]
117316it [09:32, 125.16it/s]
117329it [09:33, 116.98it/s]
117341it [09:33, 89.12it/s]
117351it [09:33, 77.64it/s]
117360it [09:33, 79.22it/s]
117377it [09:33, 100.44it/s]
117390it [09:33, 107.83it/s]
117402it [09:33, 107.47it/s]
117414it [09:34, 109.55it/s]
117426it [09:34, 89.41it/s]
117436it [09:34, 80.08it/s]
117445it [09:34, 60.95it/s]
117461it [09:34, 79.39it/s]
117471it [09:34, 80.82it/s]
117487it [09:34, 97.29it/s]
117503it [09:35, 109.12it/s]
117515it [09:35, 103.20it/s]
117527it [09:35, 74.62it/s]
117537it [09:35, 77.26it/s]
117546it [09:35, 76.78it/s]
117557it [09:35, 82.80it/s]
117572it [09:35, 96.53it/s]
117583it [09:36, 99.84it/s]
117595it [09:36, 104.60it/s]
117606it [09:36, 105.44it/s]
117630it [09:36, 140.42it/s]
117653it [09:36, 165.30it/s]
117674it [09:36, 176.10it/s]
117695it [09:36, 185.18it/s]
117714it [09:36, 176.28it/s]
117732it [09:36, 133.11it/s]
117747it [09:37, 127.82it/s]
117761it [09:37, 115.79it/s]
117774it [09:37, 103.30it/s]
117788it [09:37, 110.39it/s]
117805it [09:37, 124.43it/s]
117825it [09:37, 143.22it/s]
117847it [09:37, 161.70it/s]
117865it [09:37, 165.10it/s]
117883it [09:38, 167.72it/s]
117902it [09:38, 173.75it/s]
117924it [09:38, 182.29it/s]
117944it [09:38, 185.56it/s]
117963it [09:38, 173.70it/s]
117981it [09:38, 166.55it/s]
117998it [09:38, 145.46it/s]
118014it [09:38, 145.47it/s]
118029it [09:38, 135.30it/s]
118046it [09:39, 142.77it/s]
118061it [09:39, 131.91it/s]
118075it [09:39, 131.70it/s]
118094it [09:39, 145.15it/s]
118113it [09:39, 156.45it/s]
118139it [09:39, 182.03it/s]
118161it [09:39, 191.92it/s]
118181it [09:39, 190.24it/s]
118201it [09:40, 167.40it/s]
118226it [09:40, 187.41it/s]
118246it [09:40, 186.75it/s]
118267it [09:40, 190.66it/s]
118287it [09:40, 186.12it/s]
118310it [09:40, 196.38it/s]
118330it [09:40, 179.40it/s]
118349it [09:40, 162.62it/s]
118366it [09:40, 149.79it/s]
118389it [09:41, 168.89it/s]
118413it [09:41, 186.59it/s]
118439it [09:41, 206.04it/s]
118462it [09:41, 210.93it/s]
118486it [09:41, 217.39it/s]
118509it [09:41, 216.23it/s]
118532it [09:41, 218.30it/s]
118557it [09:41, 224.08it/s]
118581it [09:41, 226.67it/s]
118604it [09:42, 209.09it/s]
118628it [09:42, 216.38it/s]
118653it [09:42, 224.55it/s]
118676it [09:42, 216.26it/s]
118698it [09:42, 212.33it/s]
118720it [09:42, 187.75it/s]
118740it [09:42, 179.31it/s]
118759it [09:42, 179.03it/s]
118780it [09:42, 182.98it/s]
118803it [09:43, 195.05it/s]
118823it [09:43, 189.29it/s]
118847it [09:43, 200.86it/s]
118875it [09:43, 222.05it/s]
118900it [09:43, 229.28it/s]
118924it [09:43, 230.08it/s]
118948it [09:43, 228.64it/s]
118971it [09:43, 227.78it/s]
118996it [09:43, 233.42it/s]
119020it [09:44, 219.61it/s]
119043it [09:44, 201.00it/s]
119064it [09:44, 180.87it/s]
119083it [09:44, 168.22it/s]
119102it [09:44, 173.35it/s]
119124it [09:44, 180.67it/s]
119149it [09:44, 197.88it/s]
119171it [09:44, 202.25it/s]
119192it [09:44, 203.69it/s]
119213it [09:45, 201.30it/s]
119235it [09:45, 203.58it/s]
119263it [09:45, 225.06it/s]
119287it [09:45, 229.28it/s]
119317it [09:45, 247.88it/s]
119342it [09:45, 226.05it/s]
119366it [09:45, 226.06it/s]
119389it [09:46, 122.57it/s]
119407it [09:46, 101.58it/s]
119422it [09:46, 93.79it/s]
119435it [09:46, 95.09it/s]
119447it [09:46, 87.72it/s]
119458it [09:47, 88.48it/s]
119474it [09:47, 101.65it/s]
119494it [09:47, 122.72it/s]
119508it [09:47, 126.08it/s]
119522it [09:47, 123.68it/s]
119536it [09:47, 85.04it/s]
119547it [09:47, 74.00it/s]
119560it [09:48, 83.28it/s]
119575it [09:48, 96.86it/s]
119592it [09:48, 113.02it/s]
119610it [09:48, 127.39it/s]
119625it [09:48, 128.49it/s]
119639it [09:48, 115.13it/s]
119652it [09:48, 83.46it/s]
119670it [09:49, 102.25it/s]
119683it [09:49, 101.65it/s]
119695it [09:49, 105.28it/s]
119710it [09:49, 116.20it/s]
119728it [09:49, 131.10it/s]
119745it [09:49, 139.91it/s]
119761it [09:49, 144.49it/s]
119776it [09:49, 97.70it/s]
119790it [09:50, 106.50it/s]
119804it [09:50, 110.51it/s]
119817it [09:50, 112.61it/s]
119836it [09:50, 131.86it/s]
119854it [09:50, 143.44it/s]
119875it [09:50, 161.32it/s]
119892it [09:50, 150.98it/s]
119908it [09:50, 140.04it/s]
119923it [09:51, 115.15it/s]
119936it [09:51, 115.50it/s]
119949it [09:51, 116.73it/s]
119967it [09:51, 132.56it/s]
119983it [09:51, 137.47it/s]
120002it [09:51, 151.01it/s]
120024it [09:51, 169.51it/s]
120042it [09:51, 170.62it/s]
120063it [09:51, 181.67it/s]
120082it [09:51, 183.48it/s]
120101it [09:52, 165.61it/s]
120119it [09:52, 137.26it/s]
120134it [09:52, 133.84it/s]
120151it [09:52, 141.64it/s]
120170it [09:52, 153.90it/s]
120191it [09:52, 168.63it/s]
120214it [09:52, 180.98it/s]
120233it [09:52, 170.50it/s]
120251it [09:53, 164.79it/s]
120269it [09:53, 168.33it/s]
120287it [09:53, 126.65it/s]
120307it [09:53, 139.77it/s]
120323it [09:53, 133.15it/s]
120348it [09:53, 159.60it/s]
120366it [09:53, 157.27it/s]
120383it [09:53, 151.69it/s]
120402it [09:54, 148.83it/s]
120418it [09:54, 145.49it/s]
120437it [09:54, 155.73it/s]
120456it [09:54, 161.21it/s]
120473it [09:54, 139.52it/s]
120489it [09:54, 141.51it/s]
120507it [09:54, 151.19it/s]
120524it [09:54, 156.05it/s]
120548it [09:55, 176.79it/s]
120571it [09:55, 188.86it/s]
120591it [09:55, 174.66it/s]
120609it [09:55, 169.29it/s]
120629it [09:55, 177.12it/s]
120647it [09:55, 160.20it/s]
120664it [09:55, 152.90it/s]
120681it [09:55, 155.89it/s]
120704it [09:55, 175.15it/s]
120724it [09:56, 181.41it/s]
120747it [09:56, 193.87it/s]
120769it [09:56, 193.16it/s]
120789it [09:56, 186.50it/s]
120808it [09:56, 171.22it/s]
120826it [09:56, 154.19it/s]
120842it [09:56, 155.52it/s]
120859it [09:56, 158.26it/s]
120876it [09:57, 138.07it/s]
120891it [09:57, 139.89it/s]
120907it [09:57, 144.65it/s]
120922it [09:57, 145.28it/s]
120945it [09:57, 168.43it/s]
120965it [09:57, 177.10it/s]
120984it [09:57, 174.77it/s]
121003it [09:57, 177.48it/s]
121027it [09:57, 194.13it/s]
121047it [09:57, 189.73it/s]
121070it [09:58, 200.93it/s]
121091it [09:58, 186.67it/s]
121110it [09:58, 173.75it/s]
121128it [09:58, 175.16it/s]
121146it [09:58, 171.30it/s]
121164it [09:58, 145.86it/s]
121180it [09:59, 98.34it/s]
121193it [09:59, 85.15it/s]
121205it [09:59, 91.13it/s]
121216it [09:59, 87.15it/s]
121228it [09:59, 91.51it/s]
121239it [09:59, 93.21it/s]
121251it [09:59, 97.59it/s]
121262it [09:59, 83.73it/s]
121274it [10:00, 90.86it/s]
121292it [10:00, 112.30it/s]
121305it [10:00, 112.27it/s]
121317it [10:00, 90.81it/s]
121331it [10:00, 100.18it/s]
121342it [10:00, 89.70it/s]
121357it [10:00, 103.21it/s]
121376it [10:00, 123.56it/s]
121390it [10:01, 120.95it/s]
121404it [10:01, 122.83it/s]
121417it [10:01, 90.40it/s]
121429it [10:01, 89.00it/s]
121443it [10:01, 97.86it/s]
121458it [10:01, 109.23it/s]
121478it [10:01, 129.95it/s]
121495it [10:02, 139.68it/s]
121511it [10:02, 141.80it/s]
121533it [10:02, 161.83it/s]
121550it [10:02, 137.06it/s]
121565it [10:02, 95.77it/s]
121581it [10:02, 107.28it/s]
121598it [10:02, 120.22it/s]
121620it [10:03, 142.84it/s]
121640it [10:03, 155.90it/s]
121658it [10:03, 159.76it/s]
121676it [10:03, 147.52it/s]
121692it [10:03, 138.89it/s]
121707it [10:03, 100.32it/s]
121725it [10:03, 116.32it/s]
121743it [10:03, 129.12it/s]
121759it [10:04, 133.31it/s]
121775it [10:04, 138.84it/s]
121790it [10:04, 94.45it/s]
121807it [10:04, 108.23it/s]
121825it [10:04, 123.27it/s]
121840it [10:04, 128.41it/s]
121855it [10:04, 116.22it/s]
121868it [10:05, 85.22it/s]
121884it [10:05, 98.11it/s]
121897it [10:05, 104.81it/s]
121911it [10:05, 112.35it/s]
121924it [10:05, 98.11it/s]
121936it [10:05, 97.27it/s]
121947it [10:05, 88.56it/s]
121961it [10:06, 99.00it/s]
121982it [10:06, 125.33it/s]
121999it [10:06, 134.83it/s]
122014it [10:06, 112.08it/s]
122027it [10:06, 116.26it/s]
122046it [10:06, 132.84it/s]
122065it [10:06, 145.12it/s]
122084it [10:06, 156.88it/s]
122101it [10:07, 157.95it/s]
122118it [10:07, 152.15it/s]
122134it [10:07, 146.31it/s]
122149it [10:07, 114.61it/s]
122162it [10:07, 116.14it/s]
122180it [10:07, 129.55it/s]
122195it [10:07, 133.92it/s]
122217it [10:07, 150.32it/s]
122234it [10:07, 152.69it/s]
122250it [10:08, 151.66it/s]
122268it [10:08, 157.54it/s]
122284it [10:08, 142.24it/s]
122299it [10:08, 138.95it/s]
122314it [10:08, 109.72it/s]
122327it [10:08, 81.76it/s]
122337it [10:09, 67.78it/s]
122349it [10:09, 76.51it/s]
122359it [10:09, 71.36it/s]
122373it [10:09, 83.86it/s]
122390it [10:09, 102.77it/s]
122402it [10:10, 64.25it/s]
122414it [10:10, 72.48it/s]
122429it [10:10, 87.04it/s]
122444it [10:10, 97.80it/s]
122456it [10:10, 74.28it/s]
122467it [10:10, 79.04it/s]
122477it [10:10, 74.68it/s]
122486it [10:11, 66.34it/s]
122499it [10:11, 77.99it/s]
122513it [10:11, 91.20it/s]
122524it [10:11, 93.67it/s]
122536it [10:11, 99.25it/s]
122548it [10:11, 103.69it/s]
122559it [10:11, 101.97it/s]
122570it [10:11, 77.66it/s]
122582it [10:12, 84.85it/s]
122594it [10:12, 90.17it/s]
122604it [10:12, 92.03it/s]
122614it [10:12, 92.45it/s]
122624it [10:12, 84.65it/s]
122633it [10:12, 65.71it/s]
122645it [10:12, 77.22it/s]
122657it [10:12, 87.14it/s]
122667it [10:13, 63.79it/s]
122679it [10:13, 73.58it/s]
122693it [10:13, 87.88it/s]
122704it [10:13, 64.60it/s]
122719it [10:13, 79.45it/s]
122732it [10:13, 89.73it/s]
122748it [10:14, 100.41it/s]
122762it [10:14, 87.64it/s]
122775it [10:14, 95.49it/s]
122793it [10:14, 114.41it/s]
122811it [10:14, 129.85it/s]
122834it [10:14, 153.09it/s]
122851it [10:14, 103.82it/s]
122865it [10:15, 102.64it/s]
122887it [10:15, 124.00it/s]
122906it [10:15, 137.47it/s]
122926it [10:15, 152.26it/s]
122943it [10:15, 154.79it/s]
122960it [10:15, 158.44it/s]
122977it [10:15, 160.94it/s]
122994it [10:15, 158.25it/s]
123011it [10:16, 131.34it/s]
123026it [10:16, 120.65it/s]
123042it [10:16, 129.21it/s]
123056it [10:16, 123.87it/s]
123069it [10:16, 123.98it/s]
123083it [10:16, 126.99it/s]
123104it [10:16, 149.33it/s]
123124it [10:16, 162.74it/s]
123141it [10:17, 95.47it/s]
123155it [10:17, 52.01it/s]
123165it [10:17, 56.49it/s]
123176it [10:18, 53.49it/s]
123184it [10:18, 51.59it/s]
123191it [10:18, 54.08it/s]
123209it [10:18, 75.90it/s]
123221it [10:18, 64.47it/s]
123230it [10:18, 62.96it/s]
123239it [10:19, 63.59it/s]
123247it [10:19, 59.46it/s]
123254it [10:19, 59.48it/s]
123261it [10:19, 56.52it/s]
123270it [10:19, 63.81it/s]
123281it [10:19, 74.39it/s]
123294it [10:19, 87.23it/s]
123304it [10:19, 89.68it/s]
123314it [10:20, 65.57it/s]
123322it [10:20, 68.32it/s]
123330it [10:20, 64.87it/s]
123338it [10:20, 62.39it/s]
123345it [10:20, 52.46it/s]
123353it [10:20, 57.76it/s]
123364it [10:20, 67.92it/s]
123375it [10:21, 76.83it/s]
123384it [10:21, 61.23it/s]
123395it [10:21, 70.53it/s]
123406it [10:21, 77.23it/s]
123418it [10:21, 87.41it/s]
123428it [10:21, 83.79it/s]
123437it [10:21, 74.93it/s]
123455it [10:22, 97.24it/s]
123473it [10:22, 117.07it/s]
123487it [10:22, 122.13it/s]
123502it [10:22, 127.93it/s]
123516it [10:22, 89.86it/s]
123530it [10:22, 99.17it/s]
123546it [10:22, 112.93it/s]
123559it [10:22, 102.14it/s]
123572it [10:23, 108.23it/s]
123588it [10:23, 121.21it/s]
123607it [10:23, 139.09it/s]
123627it [10:23, 155.66it/s]
123644it [10:23, 156.48it/s]
123661it [10:23, 139.91it/s]
123676it [10:23, 106.56it/s]
123694it [10:23, 122.08it/s]
123710it [10:24, 130.96it/s]
123725it [10:24, 118.11it/s]
123738it [10:24, 115.29it/s]
123755it [10:24, 125.80it/s]
123769it [10:24, 121.92it/s]
123782it [10:24, 110.35it/s]
123802it [10:24, 130.82it/s]
123817it [10:24, 132.91it/s]
123831it [10:25, 87.69it/s]
123845it [10:25, 97.85it/s]
123860it [10:25, 106.36it/s]
123877it [10:25, 118.59it/s]
123891it [10:26, 50.13it/s]
123901it [10:26, 41.04it/s]
123911it [10:26, 47.50it/s]
123920it [10:27, 44.79it/s]
123927it [10:27, 45.75it/s]
123936it [10:27, 52.52it/s]
123943it [10:27, 49.11it/s]
123950it [10:27, 49.04it/s]
123956it [10:27, 48.86it/s]
123963it [10:27, 50.11it/s]
123972it [10:27, 56.06it/s]
123982it [10:28, 66.03it/s]
123996it [10:28, 84.26it/s]
124006it [10:28, 65.72it/s]
124014it [10:28, 55.20it/s]
124021it [10:28, 57.33it/s]
124028it [10:28, 44.03it/s]
124036it [10:29, 50.55it/s]
124043it [10:29, 54.25it/s]
124053it [10:29, 63.43it/s]
124061it [10:29, 57.50it/s]
124073it [10:29, 71.60it/s]
124082it [10:29, 75.39it/s]
124098it [10:29, 93.61it/s]
124116it [10:29, 111.16it/s]
124128it [10:30, 111.93it/s]
124141it [10:30, 115.66it/s]
124153it [10:30, 97.70it/s]
124164it [10:30, 79.78it/s]
124178it [10:30, 92.79it/s]
124196it [10:30, 113.20it/s]
124214it [10:30, 127.62it/s]
124232it [10:30, 138.34it/s]
124247it [10:31, 135.46it/s]
124262it [10:31, 131.91it/s]
124276it [10:31, 115.43it/s]
124289it [10:31, 96.56it/s]
124313it [10:31, 126.07it/s]
124337it [10:31, 150.95it/s]
124354it [10:31, 137.67it/s]
124369it [10:32, 120.67it/s]
124384it [10:32, 126.45it/s]
124398it [10:32, 126.08it/s]
124414it [10:32, 131.09it/s]
124431it [10:32, 140.82it/s]
124446it [10:32, 142.53it/s]
124461it [10:32, 117.74it/s]
124474it [10:32, 118.86it/s]
124500it [10:32, 153.35it/s]
124517it [10:33, 146.69it/s]
124533it [10:33, 112.97it/s]
124552it [10:33, 129.63it/s]
124567it [10:33, 127.24it/s]
124581it [10:33, 93.01it/s]
124598it [10:33, 105.28it/s]
124624it [10:34, 137.11it/s]
124641it [10:34, 133.50it/s]
124656it [10:34, 60.64it/s]
124668it [10:35, 47.72it/s]
124677it [10:35, 46.94it/s]
124685it [10:35, 44.71it/s]
124693it [10:35, 49.14it/s]
124700it [10:35, 47.32it/s]
124708it [10:36, 51.61it/s]
124715it [10:36, 47.79it/s]
124721it [10:36, 46.47it/s]
124728it [10:36, 51.20it/s]
124734it [10:36, 38.91it/s]
124739it [10:36, 37.91it/s]
124744it [10:36, 37.89it/s]
124755it [10:37, 45.78it/s]
124760it [10:37, 37.69it/s]
124765it [10:37, 38.63it/s]
124776it [10:37, 52.79it/s]
124782it [10:37, 50.84it/s]
124793it [10:37, 60.77it/s]
124802it [10:37, 67.71it/s]
124811it [10:38, 73.06it/s]
124821it [10:38, 79.63it/s]
124831it [10:38, 85.14it/s]
124847it [10:38, 105.42it/s]
124858it [10:38, 103.67it/s]
124869it [10:38, 86.01it/s]
124885it [10:38, 103.37it/s]
124898it [10:38, 107.38it/s]
124912it [10:38, 113.97it/s]
124925it [10:39, 117.59it/s]
124942it [10:39, 129.31it/s]
124956it [10:39, 121.10it/s]
124969it [10:39, 120.48it/s]
124982it [10:39, 94.64it/s]
125001it [10:39, 116.35it/s]
125023it [10:39, 141.18it/s]
125039it [10:39, 130.27it/s]
125054it [10:40, 115.78it/s]
125073it [10:40, 130.43it/s]
125091it [10:40, 141.34it/s]
125107it [10:40, 120.92it/s]
125122it [10:40, 126.32it/s]
125136it [10:40, 116.86it/s]
125149it [10:40, 119.37it/s]
125162it [10:41, 121.85it/s]
125175it [10:41, 94.71it/s]
125189it [10:41, 103.65it/s]
125207it [10:41, 121.03it/s]
125221it [10:41, 120.69it/s]
125234it [10:42, 58.94it/s]
125244it [10:42, 49.20it/s]
125252it [10:42, 40.58it/s]
125259it [10:42, 36.09it/s]
125265it [10:43, 36.63it/s]
125279it [10:43, 50.66it/s]
125290it [10:43, 58.91it/s]
125298it [10:43, 56.29it/s]
125305it [10:43, 57.45it/s]
125320it [10:43, 77.24it/s]
125330it [10:43, 76.53it/s]
125342it [10:44, 79.64it/s]
125351it [10:44, 81.23it/s]
125360it [10:44, 79.58it/s]
125371it [10:44, 87.27it/s]
125381it [10:44, 83.58it/s]
125390it [10:44, 80.52it/s]
125400it [10:44, 82.89it/s]
125411it [10:44, 89.37it/s]
125421it [10:44, 90.38it/s]
125432it [10:45, 95.63it/s]
125448it [10:45, 113.55it/s]
125468it [10:45, 137.68it/s]
125482it [10:45, 134.31it/s]
125496it [10:45, 119.24it/s]
125509it [10:45, 106.92it/s]
125521it [10:45, 85.62it/s]
125533it [10:45, 87.74it/s]
125543it [10:46, 83.20it/s]
125554it [10:46, 88.22it/s]
125564it [10:46, 66.35it/s]
125572it [10:46, 64.98it/s]
125581it [10:46, 68.15it/s]
125589it [10:46, 63.23it/s]
125598it [10:47, 63.22it/s]
125605it [10:47, 25.97it/s]
125610it [10:47, 26.97it/s]
125615it [10:48, 30.05it/s]
125621it [10:48, 34.16it/s]
125629it [10:48, 42.27it/s]
125637it [10:48, 49.88it/s]
125644it [10:48, 53.78it/s]
125651it [10:48, 56.64it/s]
125660it [10:48, 64.74it/s]
125668it [10:48, 64.10it/s]
125677it [10:48, 67.71it/s]
125685it [10:49, 66.83it/s]
125692it [10:49, 60.31it/s]
125700it [10:49, 65.19it/s]
125707it [10:49, 54.05it/s]
125715it [10:49, 59.51it/s]
125722it [10:49, 44.86it/s]
125730it [10:49, 51.85it/s]
125737it [10:50, 54.32it/s]
125748it [10:50, 66.65it/s]
125756it [10:50, 67.36it/s]
125764it [10:50, 59.54it/s]
125771it [10:50, 49.19it/s]
125777it [10:50, 41.44it/s]
125782it [10:51, 35.14it/s]
125789it [10:51, 41.25it/s]
125795it [10:51, 44.49it/s]
125801it [10:51, 47.88it/s]
125807it [10:51, 32.66it/s]
125809it [10:51, 193.03it/s]

  0%|          | 0/2 [00:00<?, ?it/s]
 50%|█████     | 1/2 [00:00<00:00,  5.59it/s]
100%|██████████| 2/2 [00:00<00:00,  5.00it/s]
100%|██████████| 2/2 [00:00<00:00,  5.08it/s]

  0%|          | 0/2 [00:00<?, ?it/s]
 50%|█████     | 1/2 [00:00<00:00,  4.54it/s]
100%|██████████| 2/2 [00:00<00:00,  4.73it/s]
100%|██████████| 2/2 [00:00<00:00,  4.70it/s]

  0%|          | 0/2 [00:00<?, ?it/s]
 50%|█████     | 1/2 [00:00<00:00,  4.58it/s]
100%|██████████| 2/2 [00:00<00:00,  4.70it/s]
100%|██████████| 2/2 [00:00<00:00,  4.68it/s]

  0%|          | 0/2 [00:00<?, ?it/s]
 50%|█████     | 1/2 [00:00<00:00,  1.80it/s]
100%|██████████| 2/2 [00:00<00:00,  2.89it/s]
100%|██████████| 2/2 [00:00<00:00,  2.65it/s]

Interactive bundle visualization#

Another way to examine the outputs is to export the individual bundle figures, which show the streamlines, as well as the ROIs used to define the bundle. This is an html file, which contains an interactive figure that can be navigated, zoomed, rotated, etc.

bundle_html = my_afq.export("indiv_bundles_figures")
plotly.io.show(bundle_html["NDARAA948VFH"]["Left Acoustic Radiation"])

References#

1

Alexander LM, Escalera J, Ai L, et al. An open resource for transdiagnostic research in pediatric mental health and learning disorders. Sci Data. 2017;4:170181.

2

Richie-Halford A, Cieslak M, Ai L, et al. An analysis-ready and quality controlled resource for pediatric brain white-matter research. Scientific Data. 2022;9(1):1-27.

3

Cieslak M, Cook PA, He X, et al. QSIPrep: an integrative platform for preprocessing and reconstructing diffusion MRI data. Nat Methods. 2021;18(7):775-778.

Total running time of the script: (34 minutes 54.378 seconds)

Estimated memory usage: 4189 MB

Gallery generated by Sphinx-Gallery